{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 处理百融重复信息"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "2个成功 ----取竣工的，都竣工取时间最新 <br>\n",
    "2个失败 ----取时间最新的 <br>\n",
    "1个成功1个失败 ----   <br>\n",
    "成功失败分开处理重复，然后合并到一起处理一个成功一个失败的<br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-10-12T06:50:22.702866Z",
     "start_time": "2019-10-12T06:50:14.545722Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MOBILE_NO</th>\n",
       "      <th>ACCOUNT_ID</th>\n",
       "      <th>CUSTOMER_NAME</th>\n",
       "      <th>CERT_NO_CIPHERTEXT</th>\n",
       "      <th>REQUEST_DATE</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>GRANT_AMOUNT</th>\n",
       "      <th>FAIL_REASON</th>\n",
       "      <th>ACTIVE_START_DATE</th>\n",
       "      <th>EDUCATION_DEGREE</th>\n",
       "      <th>...</th>\n",
       "      <th>CREDIT_TIME</th>\n",
       "      <th>D_MONTHLY_SALARY</th>\n",
       "      <th>IS_MARRIED</th>\n",
       "      <th>EDUCATIONDEGREE</th>\n",
       "      <th>INDUSTRY_CATEGORY</th>\n",
       "      <th>CSP</th>\n",
       "      <th>GRADUATION_DATE</th>\n",
       "      <th>D_DEBIT_BANK_NAME</th>\n",
       "      <th>EMERGANCY_FIRST_RELATIONSHIP</th>\n",
       "      <th>EMERGANCY_SECOND_RELATIONSHIP</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18912679250</td>\n",
       "      <td>20190321100812229481</td>\n",
       "      <td>陈德琴</td>\n",
       "      <td>70746A3675615A716A364178485A4764374E585658642B...</td>\n",
       "      <td>2019/3/21 10:08:13</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>374400.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/21</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>15995733618</td>\n",
       "      <td>20190322130748278652</td>\n",
       "      <td>周保元</td>\n",
       "      <td>5357746D48536C707838557379376578716F2F4730464A...</td>\n",
       "      <td>2019/3/22 13:07:48</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>462000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/22</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18015338982</td>\n",
       "      <td>20190324152913378105</td>\n",
       "      <td>王春霞</td>\n",
       "      <td>2F477158775448774A4275596B6D51596542556F5A7451...</td>\n",
       "      <td>2019/3/24 15:29:13</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>156000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/24</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>15295428175</td>\n",
       "      <td>20190325101142398147</td>\n",
       "      <td>余国彩</td>\n",
       "      <td>305646575851534C47675936323379336F3977704B7464...</td>\n",
       "      <td>2019/3/25 10:11:42</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>18914259019</td>\n",
       "      <td>20190326163306459647</td>\n",
       "      <td>刘敬琼</td>\n",
       "      <td>3350786E6458324F76624E6E33644E6A306551614E6673...</td>\n",
       "      <td>2019/3/26 16:33:06</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>240000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/26</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>13311268227</td>\n",
       "      <td>20190320105032195236</td>\n",
       "      <td>叶之亮</td>\n",
       "      <td>506B4F46576C684F684979344F5279516B38502B667679...</td>\n",
       "      <td>2019/3/20 10:50:32</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/20</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>18662134441</td>\n",
       "      <td>20190321110720233493</td>\n",
       "      <td>陈君惠</td>\n",
       "      <td>78696E336F483861426D584635374549366A2B41447275...</td>\n",
       "      <td>2019/3/21 11:07:20</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>384000.0</td>\n",
       "      <td>调用外部系统接口，返回数据异常</td>\n",
       "      <td>2019/3/21</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>15183456344</td>\n",
       "      <td>20190321112718234909</td>\n",
       "      <td>汪贵富</td>\n",
       "      <td>6136334D2F4E7145366F4644554670593861576A5A7274...</td>\n",
       "      <td>2019/3/21 11:27:18</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>15358962608</td>\n",
       "      <td>20190321134900242157</td>\n",
       "      <td>丁红玉</td>\n",
       "      <td>5A4B572B7737316B4E516B664352393267636E4E473332...</td>\n",
       "      <td>2019/3/21 13:49:00</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>499200.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/21</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>15962292914</td>\n",
       "      <td>20190322170822295235</td>\n",
       "      <td>福义邓</td>\n",
       "      <td>7279783465423339693173535041452F6F57514D77486C...</td>\n",
       "      <td>2019/3/22 17:08:23</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>15962660146</td>\n",
       "      <td>20190322220035302975</td>\n",
       "      <td>包门门</td>\n",
       "      <td>72304655332B6849453879457273624D726F4E4A757676...</td>\n",
       "      <td>2019/3/22 22:00:35</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>全网入网时长不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>15962446648</td>\n",
       "      <td>20190323205519350583</td>\n",
       "      <td>孙同宇</td>\n",
       "      <td>6E656E6144425645784D2F4337416B3755703138627868...</td>\n",
       "      <td>2019/3/23 20:55:19</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>15370159650</td>\n",
       "      <td>20190324203147393900</td>\n",
       "      <td>盛苗苗</td>\n",
       "      <td>49366E514945684D424C68446745512B736F476D4E5461...</td>\n",
       "      <td>2019/3/24 20:31:47</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>17766356052</td>\n",
       "      <td>20190325141105411807</td>\n",
       "      <td>钱庚尚</td>\n",
       "      <td>2F477158775448774A427670754531767155746D486B59...</td>\n",
       "      <td>2019/3/25 14:11:05</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>17351676806</td>\n",
       "      <td>20190325141107411812</td>\n",
       "      <td>谢红颜</td>\n",
       "      <td>5A4752564B6D505179664D2B497A7554784568447A6342...</td>\n",
       "      <td>2019/3/25 14:11:08</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>336000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/25</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>17351205276</td>\n",
       "      <td>20190325141649411991</td>\n",
       "      <td>庄恒余</td>\n",
       "      <td>7A6D7A6E5556414F626E3062756639765A636669795261...</td>\n",
       "      <td>2019/3/25 14:16:49</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>13382289200</td>\n",
       "      <td>20190323110102312286</td>\n",
       "      <td>王忠平</td>\n",
       "      <td>50424148484777754D5373474E76436A3347774A6E4972...</td>\n",
       "      <td>2019/3/23 11:01:02</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>240000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/23</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>13776301249</td>\n",
       "      <td>20190323132537323025</td>\n",
       "      <td>韩佳星</td>\n",
       "      <td>3536754B445544344E585A746C6E4361576C6D43666E72...</td>\n",
       "      <td>2019/3/23 13:25:37</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>15238915861</td>\n",
       "      <td>20190324095740354533</td>\n",
       "      <td>王仲泽</td>\n",
       "      <td>576C674A63754235534C4D4B51554C57657A6C324F4830...</td>\n",
       "      <td>2019/3/24 9:57:40</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>15722534860</td>\n",
       "      <td>20190324193855392819</td>\n",
       "      <td>李仕军</td>\n",
       "      <td>6D386A7671444E6C5178725845446C4C6C523238575134...</td>\n",
       "      <td>2019/3/24 19:38:55</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/24</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>15193011708</td>\n",
       "      <td>20190325162008420719</td>\n",
       "      <td>金树发</td>\n",
       "      <td>464341396F4E78573759666852615176626153614B5155...</td>\n",
       "      <td>2019/3/25 16:20:08</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>18052393832</td>\n",
       "      <td>20190326171026461779</td>\n",
       "      <td>周星宇</td>\n",
       "      <td>3632694963464569762F5776594B2B4A4C58486E6F622B...</td>\n",
       "      <td>2019/3/26 17:10:26</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>336000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/26</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>13941810635</td>\n",
       "      <td>20190321151910248212</td>\n",
       "      <td>杨超</td>\n",
       "      <td>744766746B36444332624962334566614352497654716F...</td>\n",
       "      <td>2019/3/21 15:19:11</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19962218330</td>\n",
       "      <td>20190326202142468588</td>\n",
       "      <td>张淮连</td>\n",
       "      <td>4C4654727878616730445576595071326F69364743547A...</td>\n",
       "      <td>2019/3/26 20:21:42</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>入网时长为空，自营分小于600或者三月消费小于100</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>18021552919</td>\n",
       "      <td>20190322125901277991</td>\n",
       "      <td>凡忠良</td>\n",
       "      <td>2F477158775448774A427673496162777A795479566B4E...</td>\n",
       "      <td>2019/3/22 12:59:02</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>100800.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/22</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>15851590930</td>\n",
       "      <td>20190323090017304279</td>\n",
       "      <td>郭婷</td>\n",
       "      <td>6C48643261736E4D6F554B6D4A524B7A79387872526962...</td>\n",
       "      <td>2019/3/23 9:00:17</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>13826996924</td>\n",
       "      <td>20190323132811323136</td>\n",
       "      <td>杜召均</td>\n",
       "      <td>693037304251536B647045665537424A376E417175514B...</td>\n",
       "      <td>2019/3/23 13:28:11</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>全网入网时长不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>18121669797</td>\n",
       "      <td>20190326193136467521</td>\n",
       "      <td>随学清</td>\n",
       "      <td>637946346F45465571754C46544E322B634F647742306A...</td>\n",
       "      <td>2019/3/26 19:31:36</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>15669387032</td>\n",
       "      <td>20190320195902224352</td>\n",
       "      <td>王辰宇</td>\n",
       "      <td>6C6467504D2F79752F3866704D466F334A384F344C7073...</td>\n",
       "      <td>2019/3/20 19:59:02</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>15716182923</td>\n",
       "      <td>20190321200752261971</td>\n",
       "      <td>孙井军</td>\n",
       "      <td>724667556E746343426E484E38426E39732F4173584170...</td>\n",
       "      <td>2019/3/21 20:07:52</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/21</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301330</th>\n",
       "      <td>17787610620</td>\n",
       "      <td>20191012095030211824</td>\n",
       "      <td>张成芬</td>\n",
       "      <td>654D4F3432376752775A3866586B624533677432367672...</td>\n",
       "      <td>2019/10/12 9:50:30</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>330000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 9:50:36</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 9:48:21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国工商银行</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301331</th>\n",
       "      <td>17703468251</td>\n",
       "      <td>20191012095643211936</td>\n",
       "      <td>许遵心</td>\n",
       "      <td>744E65496E50594C414B4F4B772B30713763432F656446...</td>\n",
       "      <td>2019/10/12 9:56:43</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>130000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 9:56:48</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 9:52:28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>邮储银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301332</th>\n",
       "      <td>18029201780</td>\n",
       "      <td>20191012095727211786</td>\n",
       "      <td>龚智强</td>\n",
       "      <td>414645696A5056354A4F59576A5634564738306A39484D...</td>\n",
       "      <td>2019/10/12 9:57:27</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 9:57:32</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 9:55:09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301333</th>\n",
       "      <td>13394802088</td>\n",
       "      <td>20191011165502203593</td>\n",
       "      <td>于洋洋</td>\n",
       "      <td>41434D653370322B55646931676F76624F576A68796767...</td>\n",
       "      <td>2019/10/11 16:55:03</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 16:55:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/11 16:53:42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>邮政储蓄银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301334</th>\n",
       "      <td>13357179799</td>\n",
       "      <td>20191011165542203614</td>\n",
       "      <td>丁吉砚</td>\n",
       "      <td>6E4F54534657485A6C32576D394457394D535758554353...</td>\n",
       "      <td>2019/10/11 16:55:42</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 16:55:48</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/11 16:54:31</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国农业银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301335</th>\n",
       "      <td>18072767315</td>\n",
       "      <td>20191010152944171957</td>\n",
       "      <td>高坤</td>\n",
       "      <td>637946346F45465571754A6E4B56325A6B65357A657450...</td>\n",
       "      <td>2019/10/10 15:29:44</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>400000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 15:29:50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/10 15:28:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301336</th>\n",
       "      <td>18988261390</td>\n",
       "      <td>20191010193640181090</td>\n",
       "      <td>李晓斌</td>\n",
       "      <td>4C31306A6250493954627378506E49635A647166446268...</td>\n",
       "      <td>2019/10/10 19:36:40</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 19:36:45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/10 19:34:33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国建设银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301337</th>\n",
       "      <td>18093412621</td>\n",
       "      <td>20191011130841193025</td>\n",
       "      <td>岳娜娜</td>\n",
       "      <td>33682F304649396F774F3966795473316A5957477A4D51...</td>\n",
       "      <td>2019/10/11 13:08:41</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>130000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:08:46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/11 13:07:11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>建设银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301338</th>\n",
       "      <td>17719626798</td>\n",
       "      <td>20191011132953194003</td>\n",
       "      <td>高鹏</td>\n",
       "      <td>42532F4733677967544E42766F38487555475732572B55...</td>\n",
       "      <td>2019/10/11 13:29:54</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:29:58</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/11 13:26:53</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301339</th>\n",
       "      <td>17320656565</td>\n",
       "      <td>20191011133003194006</td>\n",
       "      <td>张亚东</td>\n",
       "      <td>6A6B4B4D766E54627A645A77702F543444766247743264...</td>\n",
       "      <td>2019/10/11 13:30:03</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>230000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:30:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/11 13:27:42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301340</th>\n",
       "      <td>18909995381</td>\n",
       "      <td>20191011133019193809</td>\n",
       "      <td>马艳艳</td>\n",
       "      <td>7638485838644B6A5A49676E326857355838326F675437...</td>\n",
       "      <td>2019/10/11 13:30:20</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:30:25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/11 13:28:38</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>新疆维吾尔自治区农村信用社联合</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301341</th>\n",
       "      <td>18149143811</td>\n",
       "      <td>20191010165901176514</td>\n",
       "      <td>刘辉</td>\n",
       "      <td>656B496B546F336771594E4347575A5733326A6E474733...</td>\n",
       "      <td>2019/10/10 16:59:01</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 16:59:07</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/10 16:57:15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301342</th>\n",
       "      <td>18031219679</td>\n",
       "      <td>20191010170006176647</td>\n",
       "      <td>赵伟</td>\n",
       "      <td>59505473355A552F6456733236736E50702F7479746479...</td>\n",
       "      <td>2019/10/10 17:00:07</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>400000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 17:00:12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/10 16:58:37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>建设银行</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301343</th>\n",
       "      <td>15384607486</td>\n",
       "      <td>20191010170023176654</td>\n",
       "      <td>贾俊凯</td>\n",
       "      <td>396F41736355534245785A4D2F75745356583342413238...</td>\n",
       "      <td>2019/10/10 17:00:24</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 17:00:29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/10 16:56:34</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>陕西信合</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301344</th>\n",
       "      <td>13415605328</td>\n",
       "      <td>20191012104630214103</td>\n",
       "      <td>邓池桂</td>\n",
       "      <td>62626F654F474339347447624B4D6F554B546A77566757...</td>\n",
       "      <td>2019/10/12 10:46:30</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>250000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:46:34</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:45:06</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301345</th>\n",
       "      <td>13388712006</td>\n",
       "      <td>20191012104653214114</td>\n",
       "      <td>余伃</td>\n",
       "      <td>63572F66342B6E3453582F2B59396A4838647462453031...</td>\n",
       "      <td>2019/10/12 10:46:53</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:46:59</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:44:40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>建设银行</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301346</th>\n",
       "      <td>18012176482</td>\n",
       "      <td>20191012104733214129</td>\n",
       "      <td>沙学成</td>\n",
       "      <td>6A694359544A536F5349535965784E43316658344D6753...</td>\n",
       "      <td>2019/10/12 10:47:33</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:30:06</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>江苏省农村信用社</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301347</th>\n",
       "      <td>18953972916</td>\n",
       "      <td>20191012104741214222</td>\n",
       "      <td>杜家祥</td>\n",
       "      <td>6A4530776F5243474A624E434B786D3243436351724E49...</td>\n",
       "      <td>2019/10/12 10:47:41</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>400000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:44:40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>邮储银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301348</th>\n",
       "      <td>13382828509</td>\n",
       "      <td>20191012104749214226</td>\n",
       "      <td>曹淮于</td>\n",
       "      <td>326E34424834306F5246465071743151302B616C624D59...</td>\n",
       "      <td>2019/10/12 10:47:49</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:54</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:46:42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>工商银行</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301349</th>\n",
       "      <td>13340919993</td>\n",
       "      <td>20191012105303214510</td>\n",
       "      <td>朱学萍</td>\n",
       "      <td>57706156495755416844714B3378305333505431456E30...</td>\n",
       "      <td>2019/10/12 10:53:03</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:53:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:49:29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301350</th>\n",
       "      <td>13370561183</td>\n",
       "      <td>20191011191419208074</td>\n",
       "      <td>张荣生</td>\n",
       "      <td>2F49686A434B636959553765417A2B6C36596764327649...</td>\n",
       "      <td>2019/10/11 19:14:19</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 19:14:24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/11 19:11:53</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>农业银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301351</th>\n",
       "      <td>17780856609</td>\n",
       "      <td>20191012104202213752</td>\n",
       "      <td>刘富芳</td>\n",
       "      <td>364C424A746E6776356550324E44676372724A58467841...</td>\n",
       "      <td>2019/10/12 10:42:02</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>550000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:42:07</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:36:40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>工商银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301352</th>\n",
       "      <td>13332027189</td>\n",
       "      <td>20191012104217213906</td>\n",
       "      <td>李长英</td>\n",
       "      <td>5A63466D574469476F37316439797A7656714541427468...</td>\n",
       "      <td>2019/10/12 10:42:17</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>800000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:42:22</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:40:04</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>邮储银行</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301353</th>\n",
       "      <td>15107238461</td>\n",
       "      <td>20191012104733214128</td>\n",
       "      <td>李婷玉</td>\n",
       "      <td>356F51456B6874455A494B7976494A72684A6650324164...</td>\n",
       "      <td>2019/10/12 10:47:33</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>130000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:39</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 10:45:59</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301354</th>\n",
       "      <td>18069821038</td>\n",
       "      <td>20191012111209215365</td>\n",
       "      <td>孙三超</td>\n",
       "      <td>2B5A316A44725632416736733270316947776879772F6F...</td>\n",
       "      <td>2019/10/12 11:12:10</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:12:15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 11:10:45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>交通银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301355</th>\n",
       "      <td>17388361316</td>\n",
       "      <td>20191012111223215431</td>\n",
       "      <td>张莉</td>\n",
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       "      <td>2019/10/12 11:12:23</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>400000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:12:28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 11:10:58</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>四川省农村信用社联合社</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301356</th>\n",
       "      <td>17719758748</td>\n",
       "      <td>20191012112110215868</td>\n",
       "      <td>宋金龙</td>\n",
       "      <td>7678502F4E50537A4D485332385359794E63614E303366...</td>\n",
       "      <td>2019/10/12 11:21:10</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:21:16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 11:19:03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>陕西信合</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301357</th>\n",
       "      <td>15352167558</td>\n",
       "      <td>20191012112136215883</td>\n",
       "      <td>赵军</td>\n",
       "      <td>32704B4C696A43454B482F597767346B35727662653049...</td>\n",
       "      <td>2019/10/12 11:21:36</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:21:42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 11:19:27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>建设银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301358</th>\n",
       "      <td>18067216380</td>\n",
       "      <td>20191012115328217466</td>\n",
       "      <td>张明福</td>\n",
       "      <td>7762736A7273484C334A31674E702F6974313445325663...</td>\n",
       "      <td>2019/10/12 11:53:28</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:53:33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 11:52:02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>邮政储蓄银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301359</th>\n",
       "      <td>18103159996</td>\n",
       "      <td>20191012115331217314</td>\n",
       "      <td>郑志栋</td>\n",
       "      <td>5A4A504D6D375A6576574E484B447547364E4354335936...</td>\n",
       "      <td>2019/10/12 11:53:32</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>330000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:53:37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2019/10/12 11:50:32</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>中国电信</td>\n",
       "      <td>NaN</td>\n",
       "      <td>建设银行</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>301360 rows × 75 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          MOBILE_NO            ACCOUNT_ID CUSTOMER_NAME  \\\n",
       "0       18912679250  20190321100812229481           陈德琴   \n",
       "1       15995733618  20190322130748278652           周保元   \n",
       "2       18015338982  20190324152913378105           王春霞   \n",
       "3       15295428175  20190325101142398147           余国彩   \n",
       "4       18914259019  20190326163306459647           刘敬琼   \n",
       "5       13311268227  20190320105032195236           叶之亮   \n",
       "6       18662134441  20190321110720233493           陈君惠   \n",
       "7       15183456344  20190321112718234909           汪贵富   \n",
       "8       15358962608  20190321134900242157           丁红玉   \n",
       "9       15962292914  20190322170822295235           福义邓   \n",
       "10      15962660146  20190322220035302975           包门门   \n",
       "11      15962446648  20190323205519350583           孙同宇   \n",
       "12      15370159650  20190324203147393900           盛苗苗   \n",
       "13      17766356052  20190325141105411807           钱庚尚   \n",
       "14      17351676806  20190325141107411812           谢红颜   \n",
       "15      17351205276  20190325141649411991           庄恒余   \n",
       "16      13382289200  20190323110102312286           王忠平   \n",
       "17      13776301249  20190323132537323025           韩佳星   \n",
       "18      15238915861  20190324095740354533           王仲泽   \n",
       "19      15722534860  20190324193855392819           李仕军   \n",
       "20      15193011708  20190325162008420719           金树发   \n",
       "21      18052393832  20190326171026461779           周星宇   \n",
       "22      13941810635  20190321151910248212            杨超   \n",
       "23      19962218330  20190326202142468588           张淮连   \n",
       "24      18021552919  20190322125901277991           凡忠良   \n",
       "25      15851590930  20190323090017304279            郭婷   \n",
       "26      13826996924  20190323132811323136           杜召均   \n",
       "27      18121669797  20190326193136467521           随学清   \n",
       "28      15669387032  20190320195902224352           王辰宇   \n",
       "29      15716182923  20190321200752261971           孙井军   \n",
       "...             ...                   ...           ...   \n",
       "301330  17787610620  20191012095030211824           张成芬   \n",
       "301331  17703468251  20191012095643211936           许遵心   \n",
       "301332  18029201780  20191012095727211786           龚智强   \n",
       "301333  13394802088  20191011165502203593           于洋洋   \n",
       "301334  13357179799  20191011165542203614           丁吉砚   \n",
       "301335  18072767315  20191010152944171957            高坤   \n",
       "301336  18988261390  20191010193640181090           李晓斌   \n",
       "301337  18093412621  20191011130841193025           岳娜娜   \n",
       "301338  17719626798  20191011132953194003            高鹏   \n",
       "301339  17320656565  20191011133003194006           张亚东   \n",
       "301340  18909995381  20191011133019193809           马艳艳   \n",
       "301341  18149143811  20191010165901176514            刘辉   \n",
       "301342  18031219679  20191010170006176647            赵伟   \n",
       "301343  15384607486  20191010170023176654           贾俊凯   \n",
       "301344  13415605328  20191012104630214103           邓池桂   \n",
       "301345  13388712006  20191012104653214114            余伃   \n",
       "301346  18012176482  20191012104733214129           沙学成   \n",
       "301347  18953972916  20191012104741214222           杜家祥   \n",
       "301348  13382828509  20191012104749214226           曹淮于   \n",
       "301349  13340919993  20191012105303214510           朱学萍   \n",
       "301350  13370561183  20191011191419208074           张荣生   \n",
       "301351  17780856609  20191012104202213752           刘富芳   \n",
       "301352  13332027189  20191012104217213906           李长英   \n",
       "301353  15107238461  20191012104733214128           李婷玉   \n",
       "301354  18069821038  20191012111209215365           孙三超   \n",
       "301355  17388361316  20191012111223215431            张莉   \n",
       "301356  17719758748  20191012112110215868           宋金龙   \n",
       "301357  15352167558  20191012112136215883            赵军   \n",
       "301358  18067216380  20191012115328217466           张明福   \n",
       "301359  18103159996  20191012115331217314           郑志栋   \n",
       "\n",
       "                                       CERT_NO_CIPHERTEXT  \\\n",
       "0       70746A3675615A716A364178485A4764374E585658642B...   \n",
       "1       5357746D48536C707838557379376578716F2F4730464A...   \n",
       "2       2F477158775448774A4275596B6D51596542556F5A7451...   \n",
       "3       305646575851534C47675936323379336F3977704B7464...   \n",
       "4       3350786E6458324F76624E6E33644E6A306551614E6673...   \n",
       "5       506B4F46576C684F684979344F5279516B38502B667679...   \n",
       "6       78696E336F483861426D584635374549366A2B41447275...   \n",
       "7       6136334D2F4E7145366F4644554670593861576A5A7274...   \n",
       "8       5A4B572B7737316B4E516B664352393267636E4E473332...   \n",
       "9       7279783465423339693173535041452F6F57514D77486C...   \n",
       "10      72304655332B6849453879457273624D726F4E4A757676...   \n",
       "11      6E656E6144425645784D2F4337416B3755703138627868...   \n",
       "12      49366E514945684D424C68446745512B736F476D4E5461...   \n",
       "13      2F477158775448774A427670754531767155746D486B59...   \n",
       "14      5A4752564B6D505179664D2B497A7554784568447A6342...   \n",
       "15      7A6D7A6E5556414F626E3062756639765A636669795261...   \n",
       "16      50424148484777754D5373474E76436A3347774A6E4972...   \n",
       "17      3536754B445544344E585A746C6E4361576C6D43666E72...   \n",
       "18      576C674A63754235534C4D4B51554C57657A6C324F4830...   \n",
       "19      6D386A7671444E6C5178725845446C4C6C523238575134...   \n",
       "20      464341396F4E78573759666852615176626153614B5155...   \n",
       "21      3632694963464569762F5776594B2B4A4C58486E6F622B...   \n",
       "22      744766746B36444332624962334566614352497654716F...   \n",
       "23      4C4654727878616730445576595071326F69364743547A...   \n",
       "24      2F477158775448774A427673496162777A795479566B4E...   \n",
       "25      6C48643261736E4D6F554B6D4A524B7A79387872526962...   \n",
       "26      693037304251536B647045665537424A376E417175514B...   \n",
       "27      637946346F45465571754C46544E322B634F647742306A...   \n",
       "28      6C6467504D2F79752F3866704D466F334A384F344C7073...   \n",
       "29      724667556E746343426E484E38426E39732F4173584170...   \n",
       "...                                                   ...   \n",
       "301330  654D4F3432376752775A3866586B624533677432367672...   \n",
       "301331  744E65496E50594C414B4F4B772B30713763432F656446...   \n",
       "301332  414645696A5056354A4F59576A5634564738306A39484D...   \n",
       "301333  41434D653370322B55646931676F76624F576A68796767...   \n",
       "301334  6E4F54534657485A6C32576D394457394D535758554353...   \n",
       "301335  637946346F45465571754A6E4B56325A6B65357A657450...   \n",
       "301336  4C31306A6250493954627378506E49635A647166446268...   \n",
       "301337  33682F304649396F774F3966795473316A5957477A4D51...   \n",
       "301338  42532F4733677967544E42766F38487555475732572B55...   \n",
       "301339  6A6B4B4D766E54627A645A77702F543444766247743264...   \n",
       "301340  7638485838644B6A5A49676E326857355838326F675437...   \n",
       "301341  656B496B546F336771594E4347575A5733326A6E474733...   \n",
       "301342  59505473355A552F6456733236736E50702F7479746479...   \n",
       "301343  396F41736355534245785A4D2F75745356583342413238...   \n",
       "301344  62626F654F474339347447624B4D6F554B546A77566757...   \n",
       "301345  63572F66342B6E3453582F2B59396A4838647462453031...   \n",
       "301346  6A694359544A536F5349535965784E43316658344D6753...   \n",
       "301347  6A4530776F5243474A624E434B786D3243436351724E49...   \n",
       "301348  326E34424834306F5246465071743151302B616C624D59...   \n",
       "301349  57706156495755416844714B3378305333505431456E30...   \n",
       "301350  2F49686A434B636959553765417A2B6C36596764327649...   \n",
       "301351  364C424A746E6776356550324E44676372724A58467841...   \n",
       "301352  5A63466D574469476F37316439797A7656714541427468...   \n",
       "301353  356F51456B6874455A494B7976494A72684A6650324164...   \n",
       "301354  2B5A316A44725632416736733270316947776879772F6F...   \n",
       "301355  6D6A5166556D394D31734F587858417A6C744A6668444C...   \n",
       "301356  7678502F4E50537A4D485332385359794E63614E303366...   \n",
       "301357  32704B4C696A43454B482F597767346B35727662653049...   \n",
       "301358  7762736A7273484C334A31674E702F6974313445325663...   \n",
       "301359  5A4A504D6D375A6576574E484B447547364E4354335936...   \n",
       "\n",
       "               REQUEST_DATE   STATUS  GRANT_AMOUNT  \\\n",
       "0        2019/3/21 10:08:13  SUCCESS      374400.0   \n",
       "1        2019/3/22 13:07:48  SUCCESS      462000.0   \n",
       "2        2019/3/24 15:29:13  SUCCESS      156000.0   \n",
       "3        2019/3/25 10:11:42     FAIL           NaN   \n",
       "4        2019/3/26 16:33:06  SUCCESS      240000.0   \n",
       "5        2019/3/20 10:50:32  SUCCESS      500000.0   \n",
       "6        2019/3/21 11:07:20  SUCCESS      384000.0   \n",
       "7        2019/3/21 11:27:18     FAIL           NaN   \n",
       "8        2019/3/21 13:49:00  SUCCESS      499200.0   \n",
       "9        2019/3/22 17:08:23     FAIL           NaN   \n",
       "10       2019/3/22 22:00:35     FAIL           NaN   \n",
       "11       2019/3/23 20:55:19     FAIL           NaN   \n",
       "12       2019/3/24 20:31:47     FAIL           NaN   \n",
       "13       2019/3/25 14:11:05     FAIL           NaN   \n",
       "14       2019/3/25 14:11:08  SUCCESS      336000.0   \n",
       "15       2019/3/25 14:16:49     FAIL           NaN   \n",
       "16       2019/3/23 11:01:02  SUCCESS      240000.0   \n",
       "17       2019/3/23 13:25:37     FAIL           NaN   \n",
       "18        2019/3/24 9:57:40     FAIL           NaN   \n",
       "19       2019/3/24 19:38:55  SUCCESS      300000.0   \n",
       "20       2019/3/25 16:20:08     FAIL           NaN   \n",
       "21       2019/3/26 17:10:26  SUCCESS      336000.0   \n",
       "22       2019/3/21 15:19:11     FAIL           NaN   \n",
       "23       2019/3/26 20:21:42     FAIL           NaN   \n",
       "24       2019/3/22 12:59:02  SUCCESS      100800.0   \n",
       "25        2019/3/23 9:00:17     FAIL           NaN   \n",
       "26       2019/3/23 13:28:11     FAIL           NaN   \n",
       "27       2019/3/26 19:31:36     FAIL           NaN   \n",
       "28       2019/3/20 19:59:02     FAIL           NaN   \n",
       "29       2019/3/21 20:07:52  SUCCESS      100000.0   \n",
       "...                     ...      ...           ...   \n",
       "301330   2019/10/12 9:50:30  SUCCESS      330000.0   \n",
       "301331   2019/10/12 9:56:43  SUCCESS      130000.0   \n",
       "301332   2019/10/12 9:57:27  SUCCESS      500000.0   \n",
       "301333  2019/10/11 16:55:03  SUCCESS      300000.0   \n",
       "301334  2019/10/11 16:55:42  SUCCESS      500000.0   \n",
       "301335  2019/10/10 15:29:44  SUCCESS      400000.0   \n",
       "301336  2019/10/10 19:36:40  SUCCESS      200000.0   \n",
       "301337  2019/10/11 13:08:41  SUCCESS      130000.0   \n",
       "301338  2019/10/11 13:29:54  SUCCESS      200000.0   \n",
       "301339  2019/10/11 13:30:03  SUCCESS      230000.0   \n",
       "301340  2019/10/11 13:30:20  SUCCESS      100000.0   \n",
       "301341  2019/10/10 16:59:01  SUCCESS      200000.0   \n",
       "301342  2019/10/10 17:00:07  SUCCESS      400000.0   \n",
       "301343  2019/10/10 17:00:24  SUCCESS      200000.0   \n",
       "301344  2019/10/12 10:46:30  SUCCESS      250000.0   \n",
       "301345  2019/10/12 10:46:53  SUCCESS      500000.0   \n",
       "301346  2019/10/12 10:47:33  SUCCESS      300000.0   \n",
       "301347  2019/10/12 10:47:41  SUCCESS      400000.0   \n",
       "301348  2019/10/12 10:47:49  SUCCESS      500000.0   \n",
       "301349  2019/10/12 10:53:03  SUCCESS      200000.0   \n",
       "301350  2019/10/11 19:14:19  SUCCESS      200000.0   \n",
       "301351  2019/10/12 10:42:02  SUCCESS      550000.0   \n",
       "301352  2019/10/12 10:42:17  SUCCESS      800000.0   \n",
       "301353  2019/10/12 10:47:33  SUCCESS      130000.0   \n",
       "301354  2019/10/12 11:12:10  SUCCESS      500000.0   \n",
       "301355  2019/10/12 11:12:23  SUCCESS      400000.0   \n",
       "301356  2019/10/12 11:21:10  SUCCESS      200000.0   \n",
       "301357  2019/10/12 11:21:36  SUCCESS      300000.0   \n",
       "301358  2019/10/12 11:53:28  SUCCESS      500000.0   \n",
       "301359  2019/10/12 11:53:32  SUCCESS      330000.0   \n",
       "\n",
       "                       FAIL_REASON    ACTIVE_START_DATE  EDUCATION_DEGREE  \\\n",
       "0                              NaN            2019/3/21               3.0   \n",
       "1                              NaN            2019/3/22               2.0   \n",
       "2                              NaN            2019/3/24               2.0   \n",
       "3                      同盾智查分不符合最小值                  NaN               1.0   \n",
       "4                              NaN            2019/3/26               2.0   \n",
       "5                              NaN            2019/3/20               5.0   \n",
       "6                  调用外部系统接口，返回数据异常            2019/3/21               2.0   \n",
       "7                      同盾智查分不符合最小值                  NaN               1.0   \n",
       "8                              NaN            2019/3/21               2.0   \n",
       "9                      同盾智查分不符合最小值                  NaN               2.0   \n",
       "10                       全网入网时长不匹配                  NaN               2.0   \n",
       "11                       自营分不符合最小值                  NaN               2.0   \n",
       "12                           年龄不匹配                  NaN               2.0   \n",
       "13                       自营分不符合最小值                  NaN               4.0   \n",
       "14                             NaN            2019/3/25               2.0   \n",
       "15                     同盾智查分不符合最小值                  NaN               2.0   \n",
       "16                             NaN            2019/3/23               4.0   \n",
       "17                       自营分不符合最小值                  NaN               2.0   \n",
       "18                     同盾智查分不符合最小值                  NaN               2.0   \n",
       "19                             NaN            2019/3/24               3.0   \n",
       "20                           年龄不匹配                  NaN               1.0   \n",
       "21                             NaN            2019/3/26               2.0   \n",
       "22                       自营分不符合最小值                  NaN               2.0   \n",
       "23      入网时长为空，自营分小于600或者三月消费小于100                  NaN               3.0   \n",
       "24                             NaN            2019/3/22               3.0   \n",
       "25                           年龄不匹配                  NaN               1.0   \n",
       "26                       全网入网时长不匹配                  NaN               1.0   \n",
       "27                       自营分不符合最小值                  NaN               2.0   \n",
       "28                           年龄不匹配                  NaN               1.0   \n",
       "29                             NaN            2019/3/21               2.0   \n",
       "...                            ...                  ...               ...   \n",
       "301330                         NaN   2019/10/12 9:50:36               NaN   \n",
       "301331                         NaN   2019/10/12 9:56:48               NaN   \n",
       "301332                         NaN   2019/10/12 9:57:32               NaN   \n",
       "301333                         NaN  2019/10/11 16:55:08               NaN   \n",
       "301334                         NaN  2019/10/11 16:55:48               NaN   \n",
       "301335                         NaN  2019/10/10 15:29:50               NaN   \n",
       "301336                         NaN  2019/10/10 19:36:45               NaN   \n",
       "301337                         NaN  2019/10/11 13:08:46               NaN   \n",
       "301338                         NaN  2019/10/11 13:29:58               NaN   \n",
       "301339                         NaN  2019/10/11 13:30:08               NaN   \n",
       "301340                         NaN  2019/10/11 13:30:25               NaN   \n",
       "301341                         NaN  2019/10/10 16:59:07               NaN   \n",
       "301342                         NaN  2019/10/10 17:00:12               NaN   \n",
       "301343                         NaN  2019/10/10 17:00:29               NaN   \n",
       "301344                         NaN  2019/10/12 10:46:34               NaN   \n",
       "301345                         NaN  2019/10/12 10:46:59               NaN   \n",
       "301346                         NaN  2019/10/12 10:47:40               NaN   \n",
       "301347                         NaN  2019/10/12 10:47:46               NaN   \n",
       "301348                         NaN  2019/10/12 10:47:54               NaN   \n",
       "301349                         NaN  2019/10/12 10:53:08               NaN   \n",
       "301350                         NaN  2019/10/11 19:14:24               NaN   \n",
       "301351                         NaN  2019/10/12 10:42:07               NaN   \n",
       "301352                         NaN  2019/10/12 10:42:22               NaN   \n",
       "301353                         NaN  2019/10/12 10:47:39               NaN   \n",
       "301354                         NaN  2019/10/12 11:12:15               NaN   \n",
       "301355                         NaN  2019/10/12 11:12:28               NaN   \n",
       "301356                         NaN  2019/10/12 11:21:16               NaN   \n",
       "301357                         NaN  2019/10/12 11:21:42               NaN   \n",
       "301358                         NaN  2019/10/12 11:53:33               NaN   \n",
       "301359                         NaN  2019/10/12 11:53:37               NaN   \n",
       "\n",
       "        ...          CREDIT_TIME D_MONTHLY_SALARY IS_MARRIED EDUCATIONDEGREE  \\\n",
       "0       ...                  NaN              NaN        NaN             NaN   \n",
       "1       ...                  NaN              NaN        NaN             NaN   \n",
       "2       ...                  NaN              NaN        NaN             NaN   \n",
       "3       ...                  NaN              NaN        NaN             NaN   \n",
       "4       ...                  NaN              NaN        NaN             NaN   \n",
       "5       ...                  NaN              NaN        NaN             NaN   \n",
       "6       ...                  NaN              NaN        NaN             NaN   \n",
       "7       ...                  NaN              NaN        NaN             NaN   \n",
       "8       ...                  NaN              NaN        NaN             NaN   \n",
       "9       ...                  NaN              NaN        NaN             NaN   \n",
       "10      ...                  NaN              NaN        NaN             NaN   \n",
       "11      ...                  NaN              NaN        NaN             NaN   \n",
       "12      ...                  NaN              NaN        NaN             NaN   \n",
       "13      ...                  NaN              NaN        NaN             NaN   \n",
       "14      ...                  NaN              NaN        NaN             NaN   \n",
       "15      ...                  NaN              NaN        NaN             NaN   \n",
       "16      ...                  NaN              NaN        NaN             NaN   \n",
       "17      ...                  NaN              NaN        NaN             NaN   \n",
       "18      ...                  NaN              NaN        NaN             NaN   \n",
       "19      ...                  NaN              NaN        NaN             NaN   \n",
       "20      ...                  NaN              NaN        NaN             NaN   \n",
       "21      ...                  NaN              NaN        NaN             NaN   \n",
       "22      ...                  NaN              NaN        NaN             NaN   \n",
       "23      ...                  NaN              NaN        NaN             NaN   \n",
       "24      ...                  NaN              NaN        NaN             NaN   \n",
       "25      ...                  NaN              NaN        NaN             NaN   \n",
       "26      ...                  NaN              NaN        NaN             NaN   \n",
       "27      ...                  NaN              NaN        NaN             NaN   \n",
       "28      ...                  NaN              NaN        NaN             NaN   \n",
       "29      ...                  NaN              NaN        NaN             NaN   \n",
       "...     ...                  ...              ...        ...             ...   \n",
       "301330  ...   2019/10/12 9:48:21              NaN        NaN             NaN   \n",
       "301331  ...   2019/10/12 9:52:28              NaN        NaN             NaN   \n",
       "301332  ...   2019/10/12 9:55:09              NaN        NaN             NaN   \n",
       "301333  ...  2019/10/11 16:53:42              NaN        NaN             NaN   \n",
       "301334  ...  2019/10/11 16:54:31              NaN        NaN             NaN   \n",
       "301335  ...  2019/10/10 15:28:08              NaN        NaN             NaN   \n",
       "301336  ...  2019/10/10 19:34:33              NaN        NaN             NaN   \n",
       "301337  ...  2019/10/11 13:07:11              NaN        NaN             NaN   \n",
       "301338  ...  2019/10/11 13:26:53              NaN        NaN             NaN   \n",
       "301339  ...  2019/10/11 13:27:42              NaN        NaN             NaN   \n",
       "301340  ...  2019/10/11 13:28:38              NaN        NaN             NaN   \n",
       "301341  ...  2019/10/10 16:57:15              NaN        NaN             NaN   \n",
       "301342  ...  2019/10/10 16:58:37              NaN        NaN             NaN   \n",
       "301343  ...  2019/10/10 16:56:34              NaN        NaN             NaN   \n",
       "301344  ...  2019/10/12 10:45:06              NaN        NaN             NaN   \n",
       "301345  ...  2019/10/12 10:44:40              NaN        NaN             NaN   \n",
       "301346  ...  2019/10/12 10:30:06              NaN        NaN             NaN   \n",
       "301347  ...  2019/10/12 10:44:40              NaN        NaN             NaN   \n",
       "301348  ...  2019/10/12 10:46:42              NaN        NaN             NaN   \n",
       "301349  ...  2019/10/12 10:49:29              NaN        NaN             NaN   \n",
       "301350  ...  2019/10/11 19:11:53              NaN        NaN             NaN   \n",
       "301351  ...  2019/10/12 10:36:40              NaN        NaN             NaN   \n",
       "301352  ...  2019/10/12 10:40:04              NaN        NaN             NaN   \n",
       "301353  ...  2019/10/12 10:45:59              NaN        NaN             NaN   \n",
       "301354  ...  2019/10/12 11:10:45              NaN        NaN             NaN   \n",
       "301355  ...  2019/10/12 11:10:58              NaN        NaN             NaN   \n",
       "301356  ...  2019/10/12 11:19:03              NaN        NaN             NaN   \n",
       "301357  ...  2019/10/12 11:19:27              NaN        NaN             NaN   \n",
       "301358  ...  2019/10/12 11:52:02              NaN        NaN             NaN   \n",
       "301359  ...  2019/10/12 11:50:32              NaN        NaN             NaN   \n",
       "\n",
       "       INDUSTRY_CATEGORY   CSP GRADUATION_DATE D_DEBIT_BANK_NAME  \\\n",
       "0                    NaN   NaN             NaN               NaN   \n",
       "1                    NaN   NaN             NaN               NaN   \n",
       "2                    NaN   NaN             NaN               NaN   \n",
       "3                    NaN   NaN             NaN               NaN   \n",
       "4                    NaN   NaN             NaN               NaN   \n",
       "5                    NaN   NaN             NaN               NaN   \n",
       "6                    NaN   NaN             NaN               NaN   \n",
       "7                    NaN   NaN             NaN               NaN   \n",
       "8                    NaN   NaN             NaN               NaN   \n",
       "9                    NaN   NaN             NaN               NaN   \n",
       "10                   NaN   NaN             NaN               NaN   \n",
       "11                   NaN   NaN             NaN               NaN   \n",
       "12                   NaN   NaN             NaN               NaN   \n",
       "13                   NaN   NaN             NaN               NaN   \n",
       "14                   NaN   NaN             NaN               NaN   \n",
       "15                   NaN   NaN             NaN               NaN   \n",
       "16                   NaN   NaN             NaN               NaN   \n",
       "17                   NaN   NaN             NaN               NaN   \n",
       "18                   NaN   NaN             NaN               NaN   \n",
       "19                   NaN   NaN             NaN               NaN   \n",
       "20                   NaN   NaN             NaN               NaN   \n",
       "21                   NaN   NaN             NaN               NaN   \n",
       "22                   NaN   NaN             NaN               NaN   \n",
       "23                   NaN   NaN             NaN               NaN   \n",
       "24                   NaN   NaN             NaN               NaN   \n",
       "25                   NaN   NaN             NaN               NaN   \n",
       "26                   NaN   NaN             NaN               NaN   \n",
       "27                   NaN   NaN             NaN               NaN   \n",
       "28                   NaN   NaN             NaN               NaN   \n",
       "29                   NaN   NaN             NaN               NaN   \n",
       "...                  ...   ...             ...               ...   \n",
       "301330               NaN  中国电信             NaN            中国工商银行   \n",
       "301331               NaN  中国电信             NaN              邮储银行   \n",
       "301332               NaN  中国电信             NaN              农业银行   \n",
       "301333               NaN  中国电信             NaN            邮政储蓄银行   \n",
       "301334               NaN  中国电信             NaN            中国农业银行   \n",
       "301335               NaN  中国电信             NaN              农业银行   \n",
       "301336               NaN  中国电信             NaN            中国建设银行   \n",
       "301337               NaN  中国电信             NaN              建设银行   \n",
       "301338               NaN  中国电信             NaN              农业银行   \n",
       "301339               NaN  中国电信             NaN              农业银行   \n",
       "301340               NaN  中国电信             NaN   新疆维吾尔自治区农村信用社联合   \n",
       "301341               NaN  中国电信             NaN              农业银行   \n",
       "301342               NaN  中国电信             NaN              建设银行   \n",
       "301343               NaN  中国电信             NaN              陕西信合   \n",
       "301344               NaN  中国电信             NaN              农业银行   \n",
       "301345               NaN  中国电信             NaN              建设银行   \n",
       "301346               NaN  中国电信             NaN          江苏省农村信用社   \n",
       "301347               NaN  中国电信             NaN              邮储银行   \n",
       "301348               NaN  中国电信             NaN              工商银行   \n",
       "301349               NaN  中国电信             NaN              农业银行   \n",
       "301350               NaN  中国电信             NaN              农业银行   \n",
       "301351               NaN  中国电信             NaN              工商银行   \n",
       "301352               NaN  中国电信             NaN              邮储银行   \n",
       "301353               NaN  中国电信             NaN              中国银行   \n",
       "301354               NaN  中国电信             NaN              交通银行   \n",
       "301355               NaN  中国电信             NaN       四川省农村信用社联合社   \n",
       "301356               NaN  中国电信             NaN              陕西信合   \n",
       "301357               NaN  中国电信             NaN              建设银行   \n",
       "301358               NaN  中国电信             NaN            邮政储蓄银行   \n",
       "301359               NaN  中国电信             NaN              建设银行   \n",
       "\n",
       "       EMERGANCY_FIRST_RELATIONSHIP EMERGANCY_SECOND_RELATIONSHIP  \n",
       "0                               NaN                           NaN  \n",
       "1                               NaN                           NaN  \n",
       "2                               NaN                           NaN  \n",
       "3                               NaN                           NaN  \n",
       "4                               NaN                           NaN  \n",
       "5                               NaN                           NaN  \n",
       "6                               NaN                           NaN  \n",
       "7                               NaN                           NaN  \n",
       "8                               NaN                           NaN  \n",
       "9                               NaN                           NaN  \n",
       "10                              NaN                           NaN  \n",
       "11                              NaN                           NaN  \n",
       "12                              NaN                           NaN  \n",
       "13                              NaN                           NaN  \n",
       "14                              NaN                           NaN  \n",
       "15                              NaN                           NaN  \n",
       "16                              NaN                           NaN  \n",
       "17                              NaN                           NaN  \n",
       "18                              NaN                           NaN  \n",
       "19                              NaN                           NaN  \n",
       "20                              NaN                           NaN  \n",
       "21                              NaN                           NaN  \n",
       "22                              NaN                           NaN  \n",
       "23                              NaN                           NaN  \n",
       "24                              NaN                           NaN  \n",
       "25                              NaN                           NaN  \n",
       "26                              NaN                           NaN  \n",
       "27                              NaN                           NaN  \n",
       "28                              NaN                           NaN  \n",
       "29                              NaN                           NaN  \n",
       "...                             ...                           ...  \n",
       "301330                          3.0                           NaN  \n",
       "301331                          1.0                           NaN  \n",
       "301332                          1.0                           NaN  \n",
       "301333                          1.0                           NaN  \n",
       "301334                          1.0                           NaN  \n",
       "301335                          1.0                           NaN  \n",
       "301336                          1.0                           NaN  \n",
       "301337                          1.0                           NaN  \n",
       "301338                          1.0                           NaN  \n",
       "301339                          1.0                           NaN  \n",
       "301340                          1.0                           NaN  \n",
       "301341                          3.0                           NaN  \n",
       "301342                          3.0                           NaN  \n",
       "301343                          2.0                           NaN  \n",
       "301344                          1.0                           NaN  \n",
       "301345                          2.0                           NaN  \n",
       "301346                          1.0                           NaN  \n",
       "301347                          1.0                           NaN  \n",
       "301348                          0.0                           NaN  \n",
       "301349                          6.0                           NaN  \n",
       "301350                          1.0                           NaN  \n",
       "301351                          1.0                           NaN  \n",
       "301352                          2.0                           NaN  \n",
       "301353                          1.0                           NaN  \n",
       "301354                          1.0                           NaN  \n",
       "301355                          1.0                           NaN  \n",
       "301356                          1.0                           NaN  \n",
       "301357                          1.0                           NaN  \n",
       "301358                          1.0                           NaN  \n",
       "301359                          1.0                           NaN  \n",
       "\n",
       "[301360 rows x 75 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 导入百融csv文件\n",
    "import pandas as pd\n",
    "import os\n",
    "os.chdir('D:\\百融去重处理')\n",
    "# zhengxin = pd.read_csv('zhengxin.csv',low_memory=False,names=['MOBILE_NO','ACCOUNT_ID','CUSTOMER_NAME',\\\n",
    "#             'CERT_NO_CIPHERTEXT','REQUEST_DATE','STATUS','GRANT_AMOUNT','FAIL_REASON','ACTIVE_START_DATE',\\\n",
    "#             'EDUCATION_DEGREE','MONTHLY_SALARY','DEBIT_BANK_NAME','FAIL_CODE','FACE_COMPARE_RESULT','FAIL_STEP',\\\n",
    "#             'EVENT_TYPE','CERT_EFFECTIVE_START_DATE','CERT_EFFECTIVE_END_DATE','CERT_FRONT_GROUP_NAME',\\\n",
    "#             'CERT_FRONT_FILE_NAME','CERT_REVERSE_GROUP_NAME','CERT_REVERSE_FILE_NAME','FACE_GROUP_NAME',\\\n",
    "#             'FACE_FILE_NAME','REQUEST_SYSTEM','CFG_STATUS','RULE_NAME','IS_MAIN_RULE','ZIYINGA_SCORE',\\\n",
    "#             'ZIYINGB_SCORE','RULE_FLOW_REMARK','CUSTOMER_AGE','SALE_CLERK_PROVINCE_CODE','SALE_CLERK_CITY_CODE',\\\n",
    "#             'IR_ALLMATCH_DAYS','IR_ID_X_CELL_NOTMAT_DAYS','IR_ID_X_CELL_LASTCHG_DAYS','IR_ID_X_MAIL_CNT',\\\n",
    "#             'IR_CELL_X_MAIL_CNT','IR_ID_X_CELL_CNT','IR_M12_CELL_X_NAME_CNT','IR_M12_ID_X_DEVICE_CNT',\\\n",
    "#             'IR_M1_CELL_X_ID_CNT','IR_M1_ID_X_CELL_CNT','IR_M12_ID_X_BIZ_WORK_CNT','CF_PROB_MIN',\\\n",
    "#             'CF_CONS_CONS_NUMS','CF_CONS_NOCONS_NUMS','CF_CONS_C15_VIEWS','CF_CONS_C9_VIEWS',\\\n",
    "#             'TL_M1_ID_NOBANK_ALLORGNUM','TL_M1_ID_NOBANK_NEWALLNUM','TL_M1_CELL_NOBANK_PASSNUM','STAB_ADDR_NUM',\\\n",
    "#             'STAB_AUTH_KEY_RELATION','ZHENGXIN_BODY','IS_BLACK','OPERATOR','BILLINGCHARGE','MONETARY','NETWORKTIME',\\\n",
    "#             'NETWORKTIME_MONTH','SCORE','SCORE_REASON','二手单','credit_time','d_monthly_salary','is_married','educationdegree','industry_category','csp','graduation_date','d_debit_bank_name','emergancy_first_relationship','emergancy_second_relationship'])\n",
    "zhengxin = pd.read_csv('zhengxin.csv',low_memory=False)\n",
    "zhengxin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-10-12T06:50:32.758749Z",
     "start_time": "2019-10-12T06:50:31.990776Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>accept_city_name</th>\n",
       "      <th>account_id1</th>\n",
       "      <th>cert_no</th>\n",
       "      <th>complete_time</th>\n",
       "      <th>credit_by</th>\n",
       "      <th>repay_time10</th>\n",
       "      <th>repay_time4</th>\n",
       "      <th>repay_time5</th>\n",
       "      <th>repay_time6</th>\n",
       "      <th>repay_time7</th>\n",
       "      <th>...</th>\n",
       "      <th>season6</th>\n",
       "      <th>season7</th>\n",
       "      <th>season8</th>\n",
       "      <th>status10</th>\n",
       "      <th>status4</th>\n",
       "      <th>status5</th>\n",
       "      <th>status6</th>\n",
       "      <th>status7</th>\n",
       "      <th>status8</th>\n",
       "      <th>status9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>东莞市</td>\n",
       "      <td>20190713152325693437</td>\n",
       "      <td>452523197909218618</td>\n",
       "      <td>2019/7/13 7:52:09</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:44:44</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>呼和浩特市</td>\n",
       "      <td>20190710164608567529</td>\n",
       "      <td>152528198803034525</td>\n",
       "      <td>2019/7/10 9:16:37</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/4 8:34:01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190710104541545381</td>\n",
       "      <td>211382199305016030</td>\n",
       "      <td>2019/7/12 7:20:51</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/6 7:26:48</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>武汉市</td>\n",
       "      <td>20190713101105670951</td>\n",
       "      <td>420117198611291650</td>\n",
       "      <td>2019/7/13 3:20:27</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/2 19:33:10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190713103404672876</td>\n",
       "      <td>512222197309244154</td>\n",
       "      <td>2019/7/13 2:44:11</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/5 1:26:59</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190720170528119322</td>\n",
       "      <td>500232199107060048</td>\n",
       "      <td>2019/7/20 10:00:42</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:45:27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>南京市</td>\n",
       "      <td>20190720163548116774</td>\n",
       "      <td>230403199401010424</td>\n",
       "      <td>2019/7/20 9:04:21</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/3 21:19:16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>东莞市</td>\n",
       "      <td>20190720172833121337</td>\n",
       "      <td>452424198212091771</td>\n",
       "      <td>2019/7/21 8:47:05</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/4 13:02:06</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190721163238166252</td>\n",
       "      <td>33010619710220041X</td>\n",
       "      <td>2019/7/21 8:41:52</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/7 3:15:50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>无锡市</td>\n",
       "      <td>20190706144620399656</td>\n",
       "      <td>362525197809124519</td>\n",
       "      <td>2019/7/6 7:50:18</td>\n",
       "      <td>ZIZHUSHOUXIN</td>\n",
       "      <td>2019/10/8 5:02:26</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>东莞市</td>\n",
       "      <td>20190804135014795876</td>\n",
       "      <td>522125198701033423</td>\n",
       "      <td>2019/8/4 6:04:35</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/4 12:13:42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190803153513759220</td>\n",
       "      <td>341227199401026430</td>\n",
       "      <td>2019/8/3 7:44:24</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/7 3:37:12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>成都市</td>\n",
       "      <td>20190803172205767207</td>\n",
       "      <td>510132199810057023</td>\n",
       "      <td>2019/8/3 10:56:44</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/1 3:33:15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190920133214205990</td>\n",
       "      <td>140227199505010072</td>\n",
       "      <td>2019/9/20 5:52:20</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:52:54</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190920093331190282</td>\n",
       "      <td>211203196912270538</td>\n",
       "      <td>2019/9/20 1:50:07</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>OPEN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190919093050152032</td>\n",
       "      <td>330124198709102717</td>\n",
       "      <td>2019/9/19 2:08:49</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:52:49</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>成都市</td>\n",
       "      <td>20190917093506977857</td>\n",
       "      <td>510121197211100052</td>\n",
       "      <td>2019/9/17 1:46:51</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:52:22</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>黄冈市</td>\n",
       "      <td>20190915153405920505</td>\n",
       "      <td>422101197810177443</td>\n",
       "      <td>2019/9/15 8:00:45</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:51:58</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>中山市</td>\n",
       "      <td>20190916135116955226</td>\n",
       "      <td>441202198808271018</td>\n",
       "      <td>2019/9/16 6:28:21</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:52:12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>南京市</td>\n",
       "      <td>20190915160134922842</td>\n",
       "      <td>320124198511081840</td>\n",
       "      <td>2019/9/15 8:16:10</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/4 2:34:20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190914130805864317</td>\n",
       "      <td>511324197910042710</td>\n",
       "      <td>2019/9/14 6:16:53</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:51:46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190914135542867177</td>\n",
       "      <td>51022119770825364X</td>\n",
       "      <td>2019/9/14 6:31:44</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>OPEN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190913130940818198</td>\n",
       "      <td>330105197204160619</td>\n",
       "      <td>2019/9/13 5:22:10</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/9/13 5:28:35</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>东莞市</td>\n",
       "      <td>20190810124133149701</td>\n",
       "      <td>513021198907186888</td>\n",
       "      <td>2019/8/14 2:42:55</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/8/14 2:44:33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>成都市</td>\n",
       "      <td>20190812093954223450</td>\n",
       "      <td>510121196812157623</td>\n",
       "      <td>2019/8/12 2:10:41</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/1 8:21:35</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190812102830226281</td>\n",
       "      <td>232324199209066338</td>\n",
       "      <td>2019/8/12 2:50:00</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/6 7:42:31</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190812104414227353</td>\n",
       "      <td>230321198001082202</td>\n",
       "      <td>2019/8/12 4:06:23</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/6 7:16:16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190813123151274497</td>\n",
       "      <td>330123197503215117</td>\n",
       "      <td>2019/8/13 4:42:57</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:47:41</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190812101507225413</td>\n",
       "      <td>500224198610088019</td>\n",
       "      <td>2019/8/13 3:11:01</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/7 4:07:18</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190623102433709371</td>\n",
       "      <td>510723198711280467</td>\n",
       "      <td>2019/6/23 2:57:41</td>\n",
       "      <td>ZIZHUSHOUXIN</td>\n",
       "      <td>2019/10/5 2:20:41</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/7/8 11:45:59</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82573</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190825110115853047</td>\n",
       "      <td>340823197910290448</td>\n",
       "      <td>2019/8/25 3:05:49</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/7 3:17:15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82574</th>\n",
       "      <td>呼和浩特市</td>\n",
       "      <td>20190824155617818708</td>\n",
       "      <td>152627199505203419</td>\n",
       "      <td>2019/8/24 8:00:51</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/4 7:31:35</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82575</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190825112733855956</td>\n",
       "      <td>512225197704041217</td>\n",
       "      <td>2019/8/25 4:04:32</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/6 2:27:40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82576</th>\n",
       "      <td>东莞市</td>\n",
       "      <td>20190602092307731885</td>\n",
       "      <td>422431197206053318</td>\n",
       "      <td>2019/6/2 2:19:44</td>\n",
       "      <td>ZIZHUSHOUXIN</td>\n",
       "      <td>2019/10/5 9:52:27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/7/6 15:10:03</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82577</th>\n",
       "      <td>淮安市</td>\n",
       "      <td>20190606202909920091</td>\n",
       "      <td>320811197409123014</td>\n",
       "      <td>2019/6/6 12:35:02</td>\n",
       "      <td>ZIZHUSHOUXIN</td>\n",
       "      <td>2019/10/3 5:53:39</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/7/9 12:17:52</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82578</th>\n",
       "      <td>无锡市</td>\n",
       "      <td>20190814113655312413</td>\n",
       "      <td>320223196908276179</td>\n",
       "      <td>2019/8/14 3:44:33</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:47:46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82579</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190813172709292551</td>\n",
       "      <td>500236199709211232</td>\n",
       "      <td>2019/8/13 10:02:33</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/10 12:22:54</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82580</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190814093046303675</td>\n",
       "      <td>341224198308248019</td>\n",
       "      <td>2019/8/14 1:43:36</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/7 3:37:59</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82581</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190813143119280322</td>\n",
       "      <td>210102197903315345</td>\n",
       "      <td>2019/8/13 6:44:12</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/6 6:41:45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82582</th>\n",
       "      <td>成都市</td>\n",
       "      <td>20190804123242791942</td>\n",
       "      <td>510102196705032631</td>\n",
       "      <td>2019/8/4 8:28:41</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/1 1:56:50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82583</th>\n",
       "      <td>东莞市</td>\n",
       "      <td>20190912161511785472</td>\n",
       "      <td>441900199103304318</td>\n",
       "      <td>2019/9/12 8:22:05</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:51:18</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82584</th>\n",
       "      <td>淮安市</td>\n",
       "      <td>20190912111731766479</td>\n",
       "      <td>320830197512100055</td>\n",
       "      <td>2019/9/12 3:29:49</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:51:11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82585</th>\n",
       "      <td>乌鲁木齐市</td>\n",
       "      <td>20190912152800781841</td>\n",
       "      <td>652301197110307175</td>\n",
       "      <td>2019/9/12 7:52:48</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:51:17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82586</th>\n",
       "      <td>成都市</td>\n",
       "      <td>20190909173647673788</td>\n",
       "      <td>510121198102053474</td>\n",
       "      <td>2019/9/9 9:55:47</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:50:51</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82587</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190909101050648807</td>\n",
       "      <td>510223196811108318</td>\n",
       "      <td>2019/9/9 2:34:14</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:50:50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82588</th>\n",
       "      <td>成都市</td>\n",
       "      <td>20190907104127569383</td>\n",
       "      <td>510184198409135314</td>\n",
       "      <td>2019/9/7 3:33:42</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:50:33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82589</th>\n",
       "      <td>无锡市</td>\n",
       "      <td>20190909143828662869</td>\n",
       "      <td>320204198002012011</td>\n",
       "      <td>2019/9/9 7:11:37</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/3 13:22:23</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82590</th>\n",
       "      <td>东莞市</td>\n",
       "      <td>20190902160949395043</td>\n",
       "      <td>450481198904031011</td>\n",
       "      <td>2019/9/2 9:04:53</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:49:44</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82591</th>\n",
       "      <td>成都市</td>\n",
       "      <td>20190902133229385831</td>\n",
       "      <td>510122197201235371</td>\n",
       "      <td>2019/9/2 5:45:51</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:49:46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82592</th>\n",
       "      <td>中山市</td>\n",
       "      <td>20190904121624455999</td>\n",
       "      <td>440620196908070015</td>\n",
       "      <td>2019/9/4 4:22:53</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/8 1:51:35</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82593</th>\n",
       "      <td>杭州市</td>\n",
       "      <td>20190816123522404883</td>\n",
       "      <td>330106197909053318</td>\n",
       "      <td>2019/8/16 4:41:25</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/7 3:37:36</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82594</th>\n",
       "      <td>中山市</td>\n",
       "      <td>20190420161955556420</td>\n",
       "      <td>442000198110237114</td>\n",
       "      <td>2019/4/20 8:35:18</td>\n",
       "      <td>ZIZHUSHOUXIN</td>\n",
       "      <td>2019/10/4 12:55:05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/5/5 17:59:32</td>\n",
       "      <td>2019/6/15 7:35:31</td>\n",
       "      <td>2019/7/6 8:21:04</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82595</th>\n",
       "      <td>无锡市</td>\n",
       "      <td>20190419090903482637</td>\n",
       "      <td>320223196912170828</td>\n",
       "      <td>2019/4/19 1:21:56</td>\n",
       "      <td>ZIZHUSHOUXIN</td>\n",
       "      <td>2019/10/3 13:49:12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/5/8 4:36:43</td>\n",
       "      <td>2019/6/3 17:12:54</td>\n",
       "      <td>2019/7/3 13:07:00</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82596</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190710135233556421</td>\n",
       "      <td>511227198412173978</td>\n",
       "      <td>2019/7/14 8:09:16</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/4 0:47:56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82597</th>\n",
       "      <td>中山市</td>\n",
       "      <td>20190714111420724835</td>\n",
       "      <td>430626197907030012</td>\n",
       "      <td>2019/7/14 3:34:04</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/4 9:34:31</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82598</th>\n",
       "      <td>武汉市</td>\n",
       "      <td>20190715110311766624</td>\n",
       "      <td>420106196310292010</td>\n",
       "      <td>2019/7/15 3:10:32</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/2 19:34:14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82599</th>\n",
       "      <td>沈阳市</td>\n",
       "      <td>20190711104925585767</td>\n",
       "      <td>210106196401204339</td>\n",
       "      <td>2019/7/11 3:09:44</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/5 23:35:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82600</th>\n",
       "      <td>南京市</td>\n",
       "      <td>20190710102341544218</td>\n",
       "      <td>32012319681124321X</td>\n",
       "      <td>2019/7/10 3:02:17</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/3 23:54:59</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82601</th>\n",
       "      <td>重庆市辖区</td>\n",
       "      <td>20190709105803508144</td>\n",
       "      <td>512326197212134259</td>\n",
       "      <td>2019/7/9 3:37:06</td>\n",
       "      <td>ZIZHUSHOUXIN</td>\n",
       "      <td>2019/10/6 0:52:45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82602</th>\n",
       "      <td>无锡市</td>\n",
       "      <td>20190713143912690204</td>\n",
       "      <td>320624196903090090</td>\n",
       "      <td>2019/7/13 7:06:13</td>\n",
       "      <td>TIANCHENGRONGZU</td>\n",
       "      <td>2019/10/3 14:33:31</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>82603 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      accept_city_name           account_id1             cert_no  \\\n",
       "0                  东莞市  20190713152325693437  452523197909218618   \n",
       "1                呼和浩特市  20190710164608567529  152528198803034525   \n",
       "2                  沈阳市  20190710104541545381  211382199305016030   \n",
       "3                  武汉市  20190713101105670951  420117198611291650   \n",
       "4                重庆市辖区  20190713103404672876  512222197309244154   \n",
       "5                重庆市辖区  20190720170528119322  500232199107060048   \n",
       "6                  南京市  20190720163548116774  230403199401010424   \n",
       "7                  东莞市  20190720172833121337  452424198212091771   \n",
       "8                  杭州市  20190721163238166252  33010619710220041X   \n",
       "9                  无锡市  20190706144620399656  362525197809124519   \n",
       "10                 东莞市  20190804135014795876  522125198701033423   \n",
       "11                 杭州市  20190803153513759220  341227199401026430   \n",
       "12                 成都市  20190803172205767207  510132199810057023   \n",
       "13                 沈阳市  20190920133214205990  140227199505010072   \n",
       "14                 沈阳市  20190920093331190282  211203196912270538   \n",
       "15                 杭州市  20190919093050152032  330124198709102717   \n",
       "16                 成都市  20190917093506977857  510121197211100052   \n",
       "17                 黄冈市  20190915153405920505  422101197810177443   \n",
       "18                 中山市  20190916135116955226  441202198808271018   \n",
       "19                 南京市  20190915160134922842  320124198511081840   \n",
       "20                 沈阳市  20190914130805864317  511324197910042710   \n",
       "21               重庆市辖区  20190914135542867177  51022119770825364X   \n",
       "22                 杭州市  20190913130940818198  330105197204160619   \n",
       "23                 东莞市  20190810124133149701  513021198907186888   \n",
       "24                 成都市  20190812093954223450  510121196812157623   \n",
       "25                 沈阳市  20190812102830226281  232324199209066338   \n",
       "26                 沈阳市  20190812104414227353  230321198001082202   \n",
       "27                 杭州市  20190813123151274497  330123197503215117   \n",
       "28               重庆市辖区  20190812101507225413  500224198610088019   \n",
       "29               重庆市辖区  20190623102433709371  510723198711280467   \n",
       "...                ...                   ...                 ...   \n",
       "82573              杭州市  20190825110115853047  340823197910290448   \n",
       "82574            呼和浩特市  20190824155617818708  152627199505203419   \n",
       "82575            重庆市辖区  20190825112733855956  512225197704041217   \n",
       "82576              东莞市  20190602092307731885  422431197206053318   \n",
       "82577              淮安市  20190606202909920091  320811197409123014   \n",
       "82578              无锡市  20190814113655312413  320223196908276179   \n",
       "82579            重庆市辖区  20190813172709292551  500236199709211232   \n",
       "82580              杭州市  20190814093046303675  341224198308248019   \n",
       "82581              沈阳市  20190813143119280322  210102197903315345   \n",
       "82582              成都市  20190804123242791942  510102196705032631   \n",
       "82583              东莞市  20190912161511785472  441900199103304318   \n",
       "82584              淮安市  20190912111731766479  320830197512100055   \n",
       "82585            乌鲁木齐市  20190912152800781841  652301197110307175   \n",
       "82586              成都市  20190909173647673788  510121198102053474   \n",
       "82587            重庆市辖区  20190909101050648807  510223196811108318   \n",
       "82588              成都市  20190907104127569383  510184198409135314   \n",
       "82589              无锡市  20190909143828662869  320204198002012011   \n",
       "82590              东莞市  20190902160949395043  450481198904031011   \n",
       "82591              成都市  20190902133229385831  510122197201235371   \n",
       "82592              中山市  20190904121624455999  440620196908070015   \n",
       "82593              杭州市  20190816123522404883  330106197909053318   \n",
       "82594              中山市  20190420161955556420  442000198110237114   \n",
       "82595              无锡市  20190419090903482637  320223196912170828   \n",
       "82596            重庆市辖区  20190710135233556421  511227198412173978   \n",
       "82597              中山市  20190714111420724835  430626197907030012   \n",
       "82598              武汉市  20190715110311766624  420106196310292010   \n",
       "82599              沈阳市  20190711104925585767  210106196401204339   \n",
       "82600              南京市  20190710102341544218  32012319681124321X   \n",
       "82601            重庆市辖区  20190709105803508144  512326197212134259   \n",
       "82602              无锡市  20190713143912690204  320624196903090090   \n",
       "\n",
       "            complete_time        credit_by         repay_time10 repay_time4  \\\n",
       "0       2019/7/13 7:52:09  TIANCHENGRONGZU    2019/10/8 1:44:44         NaN   \n",
       "1       2019/7/10 9:16:37  TIANCHENGRONGZU    2019/10/4 8:34:01         NaN   \n",
       "2       2019/7/12 7:20:51  TIANCHENGRONGZU    2019/10/6 7:26:48         NaN   \n",
       "3       2019/7/13 3:20:27  TIANCHENGRONGZU   2019/10/2 19:33:10         NaN   \n",
       "4       2019/7/13 2:44:11  TIANCHENGRONGZU    2019/10/5 1:26:59         NaN   \n",
       "5      2019/7/20 10:00:42  TIANCHENGRONGZU    2019/10/8 1:45:27         NaN   \n",
       "6       2019/7/20 9:04:21  TIANCHENGRONGZU   2019/10/3 21:19:16         NaN   \n",
       "7       2019/7/21 8:47:05  TIANCHENGRONGZU   2019/10/4 13:02:06         NaN   \n",
       "8       2019/7/21 8:41:52  TIANCHENGRONGZU    2019/10/7 3:15:50         NaN   \n",
       "9        2019/7/6 7:50:18     ZIZHUSHOUXIN    2019/10/8 5:02:26         NaN   \n",
       "10       2019/8/4 6:04:35  TIANCHENGRONGZU   2019/10/4 12:13:42         NaN   \n",
       "11       2019/8/3 7:44:24  TIANCHENGRONGZU    2019/10/7 3:37:12         NaN   \n",
       "12      2019/8/3 10:56:44  TIANCHENGRONGZU    2019/10/1 3:33:15         NaN   \n",
       "13      2019/9/20 5:52:20  TIANCHENGRONGZU    2019/10/8 1:52:54         NaN   \n",
       "14      2019/9/20 1:50:07  TIANCHENGRONGZU                  NaN         NaN   \n",
       "15      2019/9/19 2:08:49  TIANCHENGRONGZU    2019/10/8 1:52:49         NaN   \n",
       "16      2019/9/17 1:46:51  TIANCHENGRONGZU    2019/10/8 1:52:22         NaN   \n",
       "17      2019/9/15 8:00:45  TIANCHENGRONGZU    2019/10/8 1:51:58         NaN   \n",
       "18      2019/9/16 6:28:21  TIANCHENGRONGZU    2019/10/8 1:52:12         NaN   \n",
       "19      2019/9/15 8:16:10  TIANCHENGRONGZU    2019/10/4 2:34:20         NaN   \n",
       "20      2019/9/14 6:16:53  TIANCHENGRONGZU    2019/10/8 1:51:46         NaN   \n",
       "21      2019/9/14 6:31:44  TIANCHENGRONGZU                  NaN         NaN   \n",
       "22      2019/9/13 5:22:10  TIANCHENGRONGZU    2019/9/13 5:28:35         NaN   \n",
       "23      2019/8/14 2:42:55  TIANCHENGRONGZU    2019/8/14 2:44:33         NaN   \n",
       "24      2019/8/12 2:10:41  TIANCHENGRONGZU    2019/10/1 8:21:35         NaN   \n",
       "25      2019/8/12 2:50:00  TIANCHENGRONGZU    2019/10/6 7:42:31         NaN   \n",
       "26      2019/8/12 4:06:23  TIANCHENGRONGZU    2019/10/6 7:16:16         NaN   \n",
       "27      2019/8/13 4:42:57  TIANCHENGRONGZU    2019/10/8 1:47:41         NaN   \n",
       "28      2019/8/13 3:11:01  TIANCHENGRONGZU    2019/10/7 4:07:18         NaN   \n",
       "29      2019/6/23 2:57:41     ZIZHUSHOUXIN    2019/10/5 2:20:41         NaN   \n",
       "...                   ...              ...                  ...         ...   \n",
       "82573   2019/8/25 3:05:49  TIANCHENGRONGZU    2019/10/7 3:17:15         NaN   \n",
       "82574   2019/8/24 8:00:51  TIANCHENGRONGZU    2019/10/4 7:31:35         NaN   \n",
       "82575   2019/8/25 4:04:32  TIANCHENGRONGZU    2019/10/6 2:27:40         NaN   \n",
       "82576    2019/6/2 2:19:44     ZIZHUSHOUXIN    2019/10/5 9:52:27         NaN   \n",
       "82577   2019/6/6 12:35:02     ZIZHUSHOUXIN    2019/10/3 5:53:39         NaN   \n",
       "82578   2019/8/14 3:44:33  TIANCHENGRONGZU    2019/10/8 1:47:46         NaN   \n",
       "82579  2019/8/13 10:02:33  TIANCHENGRONGZU  2019/10/10 12:22:54         NaN   \n",
       "82580   2019/8/14 1:43:36  TIANCHENGRONGZU    2019/10/7 3:37:59         NaN   \n",
       "82581   2019/8/13 6:44:12  TIANCHENGRONGZU    2019/10/6 6:41:45         NaN   \n",
       "82582    2019/8/4 8:28:41  TIANCHENGRONGZU    2019/10/1 1:56:50         NaN   \n",
       "82583   2019/9/12 8:22:05  TIANCHENGRONGZU    2019/10/8 1:51:18         NaN   \n",
       "82584   2019/9/12 3:29:49  TIANCHENGRONGZU    2019/10/8 1:51:11         NaN   \n",
       "82585   2019/9/12 7:52:48  TIANCHENGRONGZU    2019/10/8 1:51:17         NaN   \n",
       "82586    2019/9/9 9:55:47  TIANCHENGRONGZU    2019/10/8 1:50:51         NaN   \n",
       "82587    2019/9/9 2:34:14  TIANCHENGRONGZU    2019/10/8 1:50:50         NaN   \n",
       "82588    2019/9/7 3:33:42  TIANCHENGRONGZU    2019/10/8 1:50:33         NaN   \n",
       "82589    2019/9/9 7:11:37  TIANCHENGRONGZU   2019/10/3 13:22:23         NaN   \n",
       "82590    2019/9/2 9:04:53  TIANCHENGRONGZU    2019/10/8 1:49:44         NaN   \n",
       "82591    2019/9/2 5:45:51  TIANCHENGRONGZU    2019/10/8 1:49:46         NaN   \n",
       "82592    2019/9/4 4:22:53  TIANCHENGRONGZU    2019/10/8 1:51:35         NaN   \n",
       "82593   2019/8/16 4:41:25  TIANCHENGRONGZU    2019/10/7 3:37:36         NaN   \n",
       "82594   2019/4/20 8:35:18     ZIZHUSHOUXIN   2019/10/4 12:55:05         NaN   \n",
       "82595   2019/4/19 1:21:56     ZIZHUSHOUXIN   2019/10/3 13:49:12         NaN   \n",
       "82596   2019/7/14 8:09:16  TIANCHENGRONGZU    2019/10/4 0:47:56         NaN   \n",
       "82597   2019/7/14 3:34:04  TIANCHENGRONGZU    2019/10/4 9:34:31         NaN   \n",
       "82598   2019/7/15 3:10:32  TIANCHENGRONGZU   2019/10/2 19:34:14         NaN   \n",
       "82599   2019/7/11 3:09:44  TIANCHENGRONGZU   2019/10/5 23:35:08         NaN   \n",
       "82600   2019/7/10 3:02:17  TIANCHENGRONGZU   2019/10/3 23:54:59         NaN   \n",
       "82601    2019/7/9 3:37:06     ZIZHUSHOUXIN    2019/10/6 0:52:45         NaN   \n",
       "82602   2019/7/13 7:06:13  TIANCHENGRONGZU   2019/10/3 14:33:31         NaN   \n",
       "\n",
       "             repay_time5        repay_time6        repay_time7  ...   season6  \\\n",
       "0                    NaN                NaN                NaN  ...       NaN   \n",
       "1                    NaN                NaN                NaN  ...       NaN   \n",
       "2                    NaN                NaN                NaN  ...       NaN   \n",
       "3                    NaN                NaN                NaN  ...       NaN   \n",
       "4                    NaN                NaN                NaN  ...       NaN   \n",
       "5                    NaN                NaN                NaN  ...       NaN   \n",
       "6                    NaN                NaN                NaN  ...       NaN   \n",
       "7                    NaN                NaN                NaN  ...       NaN   \n",
       "8                    NaN                NaN                NaN  ...       NaN   \n",
       "9                    NaN                NaN                NaN  ...       NaN   \n",
       "10                   NaN                NaN                NaN  ...       NaN   \n",
       "11                   NaN                NaN                NaN  ...       NaN   \n",
       "12                   NaN                NaN                NaN  ...       NaN   \n",
       "13                   NaN                NaN                NaN  ...       NaN   \n",
       "14                   NaN                NaN                NaN  ...       NaN   \n",
       "15                   NaN                NaN                NaN  ...       NaN   \n",
       "16                   NaN                NaN                NaN  ...       NaN   \n",
       "17                   NaN                NaN                NaN  ...       NaN   \n",
       "18                   NaN                NaN                NaN  ...       NaN   \n",
       "19                   NaN                NaN                NaN  ...       NaN   \n",
       "20                   NaN                NaN                NaN  ...       NaN   \n",
       "21                   NaN                NaN                NaN  ...       NaN   \n",
       "22                   NaN                NaN                NaN  ...       NaN   \n",
       "23                   NaN                NaN                NaN  ...       NaN   \n",
       "24                   NaN                NaN                NaN  ...       NaN   \n",
       "25                   NaN                NaN                NaN  ...       NaN   \n",
       "26                   NaN                NaN                NaN  ...       NaN   \n",
       "27                   NaN                NaN                NaN  ...       NaN   \n",
       "28                   NaN                NaN                NaN  ...       NaN   \n",
       "29                   NaN                NaN  2019/7/8 11:45:59  ...       NaN   \n",
       "...                  ...                ...                ...  ...       ...   \n",
       "82573                NaN                NaN                NaN  ...       NaN   \n",
       "82574                NaN                NaN                NaN  ...       NaN   \n",
       "82575                NaN                NaN                NaN  ...       NaN   \n",
       "82576                NaN                NaN  2019/7/6 15:10:03  ...       NaN   \n",
       "82577                NaN                NaN  2019/7/9 12:17:52  ...       NaN   \n",
       "82578                NaN                NaN                NaN  ...       NaN   \n",
       "82579                NaN                NaN                NaN  ...       NaN   \n",
       "82580                NaN                NaN                NaN  ...       NaN   \n",
       "82581                NaN                NaN                NaN  ...       NaN   \n",
       "82582                NaN                NaN                NaN  ...       NaN   \n",
       "82583                NaN                NaN                NaN  ...       NaN   \n",
       "82584                NaN                NaN                NaN  ...       NaN   \n",
       "82585                NaN                NaN                NaN  ...       NaN   \n",
       "82586                NaN                NaN                NaN  ...       NaN   \n",
       "82587                NaN                NaN                NaN  ...       NaN   \n",
       "82588                NaN                NaN                NaN  ...       NaN   \n",
       "82589                NaN                NaN                NaN  ...       NaN   \n",
       "82590                NaN                NaN                NaN  ...       NaN   \n",
       "82591                NaN                NaN                NaN  ...       NaN   \n",
       "82592                NaN                NaN                NaN  ...       NaN   \n",
       "82593                NaN                NaN                NaN  ...       NaN   \n",
       "82594  2019/5/5 17:59:32  2019/6/15 7:35:31   2019/7/6 8:21:04  ...  201906.0   \n",
       "82595   2019/5/8 4:36:43  2019/6/3 17:12:54  2019/7/3 13:07:00  ...  201906.0   \n",
       "82596                NaN                NaN                NaN  ...       NaN   \n",
       "82597                NaN                NaN                NaN  ...       NaN   \n",
       "82598                NaN                NaN                NaN  ...       NaN   \n",
       "82599                NaN                NaN                NaN  ...       NaN   \n",
       "82600                NaN                NaN                NaN  ...       NaN   \n",
       "82601                NaN                NaN                NaN  ...       NaN   \n",
       "82602                NaN                NaN                NaN  ...       NaN   \n",
       "\n",
       "        season7   season8  status10  status4  status5  status6 status7  \\\n",
       "0           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "1           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "2           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "3           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "4           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "5           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "6           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "7           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "8           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "9           NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "10          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "11          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "12          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "13          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "14          NaN       NaN      OPEN      NaN      NaN      NaN     NaN   \n",
       "15          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "16          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "17          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "18          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "19          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "20          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "21          NaN       NaN      OPEN      NaN      NaN      NaN     NaN   \n",
       "22          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "23          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "24          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "25          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "26          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "27          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "28          NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "29     201907.0  201908.0     CLEAR      NaN      NaN      NaN   CLEAR   \n",
       "...         ...       ...       ...      ...      ...      ...     ...   \n",
       "82573       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82574       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82575       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82576  201907.0  201908.0     CLEAR      NaN      NaN      NaN   CLEAR   \n",
       "82577  201907.0  201908.0     CLEAR      NaN      NaN      NaN   CLEAR   \n",
       "82578       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82579       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82580       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82581       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82582       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82583       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82584       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82585       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82586       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82587       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82588       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82589       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82590       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82591       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82592       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82593       NaN       NaN     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82594  201907.0  201908.0     CLEAR      NaN    CLEAR    CLEAR   CLEAR   \n",
       "82595  201907.0  201908.0     CLEAR      NaN    CLEAR    CLEAR   CLEAR   \n",
       "82596       NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82597       NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82598       NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82599       NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82600       NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82601       NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "82602       NaN  201908.0     CLEAR      NaN      NaN      NaN     NaN   \n",
       "\n",
       "      status8 status9  \n",
       "0       CLEAR   CLEAR  \n",
       "1       CLEAR   CLEAR  \n",
       "2       CLEAR   CLEAR  \n",
       "3       CLEAR   CLEAR  \n",
       "4       CLEAR   CLEAR  \n",
       "5       CLEAR   CLEAR  \n",
       "6       CLEAR   CLEAR  \n",
       "7       CLEAR   CLEAR  \n",
       "8       CLEAR   CLEAR  \n",
       "9       CLEAR   CLEAR  \n",
       "10        NaN   CLEAR  \n",
       "11        NaN   CLEAR  \n",
       "12        NaN   CLEAR  \n",
       "13        NaN     NaN  \n",
       "14        NaN     NaN  \n",
       "15        NaN     NaN  \n",
       "16        NaN     NaN  \n",
       "17        NaN     NaN  \n",
       "18        NaN     NaN  \n",
       "19        NaN     NaN  \n",
       "20        NaN     NaN  \n",
       "21        NaN     NaN  \n",
       "22        NaN     NaN  \n",
       "23        NaN   CLEAR  \n",
       "24        NaN   CLEAR  \n",
       "25        NaN   CLEAR  \n",
       "26        NaN   CLEAR  \n",
       "27        NaN   CLEAR  \n",
       "28        NaN   CLEAR  \n",
       "29      CLEAR   CLEAR  \n",
       "...       ...     ...  \n",
       "82573     NaN   CLEAR  \n",
       "82574     NaN   CLEAR  \n",
       "82575     NaN   CLEAR  \n",
       "82576   CLEAR   CLEAR  \n",
       "82577   CLEAR   CLEAR  \n",
       "82578     NaN   CLEAR  \n",
       "82579     NaN   CLEAR  \n",
       "82580     NaN   CLEAR  \n",
       "82581     NaN   CLEAR  \n",
       "82582     NaN   CLEAR  \n",
       "82583     NaN     NaN  \n",
       "82584     NaN     NaN  \n",
       "82585     NaN     NaN  \n",
       "82586     NaN     NaN  \n",
       "82587     NaN     NaN  \n",
       "82588     NaN     NaN  \n",
       "82589     NaN     NaN  \n",
       "82590     NaN     NaN  \n",
       "82591     NaN     NaN  \n",
       "82592     NaN     NaN  \n",
       "82593     NaN   CLEAR  \n",
       "82594   CLEAR   CLEAR  \n",
       "82595   CLEAR   CLEAR  \n",
       "82596   CLEAR   CLEAR  \n",
       "82597   CLEAR   CLEAR  \n",
       "82598   CLEAR   CLEAR  \n",
       "82599   CLEAR   CLEAR  \n",
       "82600   CLEAR   CLEAR  \n",
       "82601   CLEAR   CLEAR  \n",
       "82602   CLEAR   CLEAR  \n",
       "\n",
       "[82603 rows x 24 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "order_repay = pd.read_csv('order_repay.csv',low_memory=False)\n",
    "order_repay1 = order_repay.drop(columns=['记录数'])\n",
    "order_repay1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-10-12T06:51:10.159368Z",
     "start_time": "2019-10-12T06:50:37.430922Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MOBILE_NO</th>\n",
       "      <th>ACCOUNT_ID</th>\n",
       "      <th>CUSTOMER_NAME</th>\n",
       "      <th>CERT_NO_CIPHERTEXT</th>\n",
       "      <th>REQUEST_DATE</th>\n",
       "      <th>STATUS</th>\n",
       "      <th>GRANT_AMOUNT</th>\n",
       "      <th>FAIL_REASON</th>\n",
       "      <th>ACTIVE_START_DATE</th>\n",
       "      <th>EDUCATION_DEGREE</th>\n",
       "      <th>...</th>\n",
       "      <th>SEASON6</th>\n",
       "      <th>SEASON7</th>\n",
       "      <th>SEASON8</th>\n",
       "      <th>STATUS10</th>\n",
       "      <th>STATUS4</th>\n",
       "      <th>STATUS5</th>\n",
       "      <th>STATUS6</th>\n",
       "      <th>STATUS7</th>\n",
       "      <th>STATUS8</th>\n",
       "      <th>STATUS9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18912679250</td>\n",
       "      <td>20190321100812229481</td>\n",
       "      <td>陈德琴</td>\n",
       "      <td>70746A3675615A716A364178485A4764374E585658642B...</td>\n",
       "      <td>2019/3/21 10:08:13</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>374400.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/21</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>15995733618</td>\n",
       "      <td>20190322130748278652</td>\n",
       "      <td>周保元</td>\n",
       "      <td>5357746D48536C707838557379376578716F2F4730464A...</td>\n",
       "      <td>2019/3/22 13:07:48</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>462000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/22</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18015338982</td>\n",
       "      <td>20190324152913378105</td>\n",
       "      <td>王春霞</td>\n",
       "      <td>2F477158775448774A4275596B6D51596542556F5A7451...</td>\n",
       "      <td>2019/3/24 15:29:13</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>156000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/24</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>OPEN</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>OPEN</td>\n",
       "      <td>OPEN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>15295428175</td>\n",
       "      <td>20190325101142398147</td>\n",
       "      <td>余国彩</td>\n",
       "      <td>305646575851534C47675936323379336F3977704B7464...</td>\n",
       "      <td>2019/3/25 10:11:42</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>18914259019</td>\n",
       "      <td>20190326163306459647</td>\n",
       "      <td>刘敬琼</td>\n",
       "      <td>3350786E6458324F76624E6E33644E6A306551614E6673...</td>\n",
       "      <td>2019/3/26 16:33:06</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>240000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/26</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>13311268227</td>\n",
       "      <td>20190320105032195236</td>\n",
       "      <td>叶之亮</td>\n",
       "      <td>506B4F46576C684F684979344F5279516B38502B667679...</td>\n",
       "      <td>2019/3/20 10:50:32</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/20</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>18662134441</td>\n",
       "      <td>20190321110720233493</td>\n",
       "      <td>陈君惠</td>\n",
       "      <td>78696E336F483861426D584635374549366A2B41447275...</td>\n",
       "      <td>2019/3/21 11:07:20</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>384000.0</td>\n",
       "      <td>调用外部系统接口，返回数据异常</td>\n",
       "      <td>2019/3/21</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>15183456344</td>\n",
       "      <td>20190321112718234909</td>\n",
       "      <td>汪贵富</td>\n",
       "      <td>6136334D2F4E7145366F4644554670593861576A5A7274...</td>\n",
       "      <td>2019/3/21 11:27:18</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>15358962608</td>\n",
       "      <td>20190321134900242157</td>\n",
       "      <td>丁红玉</td>\n",
       "      <td>5A4B572B7737316B4E516B664352393267636E4E473332...</td>\n",
       "      <td>2019/3/21 13:49:00</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>499200.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/21</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>15962292914</td>\n",
       "      <td>20190322170822295235</td>\n",
       "      <td>福义邓</td>\n",
       "      <td>7279783465423339693173535041452F6F57514D77486C...</td>\n",
       "      <td>2019/3/22 17:08:23</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>15962660146</td>\n",
       "      <td>20190322220035302975</td>\n",
       "      <td>包门门</td>\n",
       "      <td>72304655332B6849453879457273624D726F4E4A757676...</td>\n",
       "      <td>2019/3/22 22:00:35</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>全网入网时长不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>15962446648</td>\n",
       "      <td>20190323205519350583</td>\n",
       "      <td>孙同宇</td>\n",
       "      <td>6E656E6144425645784D2F4337416B3755703138627868...</td>\n",
       "      <td>2019/3/23 20:55:19</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>15370159650</td>\n",
       "      <td>20190324203147393900</td>\n",
       "      <td>盛苗苗</td>\n",
       "      <td>49366E514945684D424C68446745512B736F476D4E5461...</td>\n",
       "      <td>2019/3/24 20:31:47</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>17766356052</td>\n",
       "      <td>20190325141105411807</td>\n",
       "      <td>钱庚尚</td>\n",
       "      <td>2F477158775448774A427670754531767155746D486B59...</td>\n",
       "      <td>2019/3/25 14:11:05</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>17351676806</td>\n",
       "      <td>20190325141107411812</td>\n",
       "      <td>谢红颜</td>\n",
       "      <td>5A4752564B6D505179664D2B497A7554784568447A6342...</td>\n",
       "      <td>2019/3/25 14:11:08</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>336000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/25</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>17351205276</td>\n",
       "      <td>20190325141649411991</td>\n",
       "      <td>庄恒余</td>\n",
       "      <td>7A6D7A6E5556414F626E3062756639765A636669795261...</td>\n",
       "      <td>2019/3/25 14:16:49</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>13382289200</td>\n",
       "      <td>20190323110102312286</td>\n",
       "      <td>王忠平</td>\n",
       "      <td>50424148484777754D5373474E76436A3347774A6E4972...</td>\n",
       "      <td>2019/3/23 11:01:02</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>240000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/23</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>13776301249</td>\n",
       "      <td>20190323132537323025</td>\n",
       "      <td>韩佳星</td>\n",
       "      <td>3536754B445544344E585A746C6E4361576C6D43666E72...</td>\n",
       "      <td>2019/3/23 13:25:37</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>15238915861</td>\n",
       "      <td>20190324095740354533</td>\n",
       "      <td>王仲泽</td>\n",
       "      <td>576C674A63754235534C4D4B51554C57657A6C324F4830...</td>\n",
       "      <td>2019/3/24 9:57:40</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同盾智查分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>15722534860</td>\n",
       "      <td>20190324193855392819</td>\n",
       "      <td>李仕军</td>\n",
       "      <td>6D386A7671444E6C5178725845446C4C6C523238575134...</td>\n",
       "      <td>2019/3/24 19:38:55</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/24</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>15193011708</td>\n",
       "      <td>20190325162008420719</td>\n",
       "      <td>金树发</td>\n",
       "      <td>464341396F4E78573759666852615176626153614B5155...</td>\n",
       "      <td>2019/3/25 16:20:08</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>18052393832</td>\n",
       "      <td>20190326171026461779</td>\n",
       "      <td>周星宇</td>\n",
       "      <td>3632694963464569762F5776594B2B4A4C58486E6F622B...</td>\n",
       "      <td>2019/3/26 17:10:26</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>336000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/26</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>13941810635</td>\n",
       "      <td>20190321151910248212</td>\n",
       "      <td>杨超</td>\n",
       "      <td>744766746B36444332624962334566614352497654716F...</td>\n",
       "      <td>2019/3/21 15:19:11</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19962218330</td>\n",
       "      <td>20190326202142468588</td>\n",
       "      <td>张淮连</td>\n",
       "      <td>4C4654727878616730445576595071326F69364743547A...</td>\n",
       "      <td>2019/3/26 20:21:42</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>入网时长为空，自营分小于600或者三月消费小于100</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>18021552919</td>\n",
       "      <td>20190322125901277991</td>\n",
       "      <td>凡忠良</td>\n",
       "      <td>2F477158775448774A427673496162777A795479566B4E...</td>\n",
       "      <td>2019/3/22 12:59:02</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>100800.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/22</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>15851590930</td>\n",
       "      <td>20190323090017304279</td>\n",
       "      <td>郭婷</td>\n",
       "      <td>6C48643261736E4D6F554B6D4A524B7A79387872526962...</td>\n",
       "      <td>2019/3/23 9:00:17</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>13826996924</td>\n",
       "      <td>20190323132811323136</td>\n",
       "      <td>杜召均</td>\n",
       "      <td>693037304251536B647045665537424A376E417175514B...</td>\n",
       "      <td>2019/3/23 13:28:11</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>全网入网时长不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>18121669797</td>\n",
       "      <td>20190326193136467521</td>\n",
       "      <td>随学清</td>\n",
       "      <td>637946346F45465571754C46544E322B634F647742306A...</td>\n",
       "      <td>2019/3/26 19:31:36</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>自营分不符合最小值</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>15669387032</td>\n",
       "      <td>20190320195902224352</td>\n",
       "      <td>王辰宇</td>\n",
       "      <td>6C6467504D2F79752F3866704D466F334A384F344C7073...</td>\n",
       "      <td>2019/3/20 19:59:02</td>\n",
       "      <td>FAIL</td>\n",
       "      <td>NaN</td>\n",
       "      <td>年龄不匹配</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>15716182923</td>\n",
       "      <td>20190321200752261971</td>\n",
       "      <td>孙井军</td>\n",
       "      <td>724667556E746343426E484E38426E39732F4173584170...</td>\n",
       "      <td>2019/3/21 20:07:52</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/3/21</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>201906.0</td>\n",
       "      <td>201907.0</td>\n",
       "      <td>201908.0</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "      <td>CLEAR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301330</th>\n",
       "      <td>17787610620</td>\n",
       "      <td>20191012095030211824</td>\n",
       "      <td>张成芬</td>\n",
       "      <td>654D4F3432376752775A3866586B624533677432367672...</td>\n",
       "      <td>2019/10/12 9:50:30</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>330000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 9:50:36</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301331</th>\n",
       "      <td>17703468251</td>\n",
       "      <td>20191012095643211936</td>\n",
       "      <td>许遵心</td>\n",
       "      <td>744E65496E50594C414B4F4B772B30713763432F656446...</td>\n",
       "      <td>2019/10/12 9:56:43</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>130000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 9:56:48</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301332</th>\n",
       "      <td>18029201780</td>\n",
       "      <td>20191012095727211786</td>\n",
       "      <td>龚智强</td>\n",
       "      <td>414645696A5056354A4F59576A5634564738306A39484D...</td>\n",
       "      <td>2019/10/12 9:57:27</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 9:57:32</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301333</th>\n",
       "      <td>13394802088</td>\n",
       "      <td>20191011165502203593</td>\n",
       "      <td>于洋洋</td>\n",
       "      <td>41434D653370322B55646931676F76624F576A68796767...</td>\n",
       "      <td>2019/10/11 16:55:03</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 16:55:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301334</th>\n",
       "      <td>13357179799</td>\n",
       "      <td>20191011165542203614</td>\n",
       "      <td>丁吉砚</td>\n",
       "      <td>6E4F54534657485A6C32576D394457394D535758554353...</td>\n",
       "      <td>2019/10/11 16:55:42</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 16:55:48</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301335</th>\n",
       "      <td>18072767315</td>\n",
       "      <td>20191010152944171957</td>\n",
       "      <td>高坤</td>\n",
       "      <td>637946346F45465571754A6E4B56325A6B65357A657450...</td>\n",
       "      <td>2019/10/10 15:29:44</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>400000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 15:29:50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301336</th>\n",
       "      <td>18988261390</td>\n",
       "      <td>20191010193640181090</td>\n",
       "      <td>李晓斌</td>\n",
       "      <td>4C31306A6250493954627378506E49635A647166446268...</td>\n",
       "      <td>2019/10/10 19:36:40</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 19:36:45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301337</th>\n",
       "      <td>18093412621</td>\n",
       "      <td>20191011130841193025</td>\n",
       "      <td>岳娜娜</td>\n",
       "      <td>33682F304649396F774F3966795473316A5957477A4D51...</td>\n",
       "      <td>2019/10/11 13:08:41</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>130000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:08:46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301338</th>\n",
       "      <td>17719626798</td>\n",
       "      <td>20191011132953194003</td>\n",
       "      <td>高鹏</td>\n",
       "      <td>42532F4733677967544E42766F38487555475732572B55...</td>\n",
       "      <td>2019/10/11 13:29:54</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:29:58</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301339</th>\n",
       "      <td>17320656565</td>\n",
       "      <td>20191011133003194006</td>\n",
       "      <td>张亚东</td>\n",
       "      <td>6A6B4B4D766E54627A645A77702F543444766247743264...</td>\n",
       "      <td>2019/10/11 13:30:03</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>230000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:30:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301340</th>\n",
       "      <td>18909995381</td>\n",
       "      <td>20191011133019193809</td>\n",
       "      <td>马艳艳</td>\n",
       "      <td>7638485838644B6A5A49676E326857355838326F675437...</td>\n",
       "      <td>2019/10/11 13:30:20</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 13:30:25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301341</th>\n",
       "      <td>18149143811</td>\n",
       "      <td>20191010165901176514</td>\n",
       "      <td>刘辉</td>\n",
       "      <td>656B496B546F336771594E4347575A5733326A6E474733...</td>\n",
       "      <td>2019/10/10 16:59:01</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 16:59:07</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301342</th>\n",
       "      <td>18031219679</td>\n",
       "      <td>20191010170006176647</td>\n",
       "      <td>赵伟</td>\n",
       "      <td>59505473355A552F6456733236736E50702F7479746479...</td>\n",
       "      <td>2019/10/10 17:00:07</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>400000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 17:00:12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301343</th>\n",
       "      <td>15384607486</td>\n",
       "      <td>20191010170023176654</td>\n",
       "      <td>贾俊凯</td>\n",
       "      <td>396F41736355534245785A4D2F75745356583342413238...</td>\n",
       "      <td>2019/10/10 17:00:24</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/10 17:00:29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301344</th>\n",
       "      <td>13415605328</td>\n",
       "      <td>20191012104630214103</td>\n",
       "      <td>邓池桂</td>\n",
       "      <td>62626F654F474339347447624B4D6F554B546A77566757...</td>\n",
       "      <td>2019/10/12 10:46:30</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>250000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:46:34</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301345</th>\n",
       "      <td>13388712006</td>\n",
       "      <td>20191012104653214114</td>\n",
       "      <td>余伃</td>\n",
       "      <td>63572F66342B6E3453582F2B59396A4838647462453031...</td>\n",
       "      <td>2019/10/12 10:46:53</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:46:59</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301346</th>\n",
       "      <td>18012176482</td>\n",
       "      <td>20191012104733214129</td>\n",
       "      <td>沙学成</td>\n",
       "      <td>6A694359544A536F5349535965784E43316658344D6753...</td>\n",
       "      <td>2019/10/12 10:47:33</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301347</th>\n",
       "      <td>18953972916</td>\n",
       "      <td>20191012104741214222</td>\n",
       "      <td>杜家祥</td>\n",
       "      <td>6A4530776F5243474A624E434B786D3243436351724E49...</td>\n",
       "      <td>2019/10/12 10:47:41</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>400000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:46</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301348</th>\n",
       "      <td>13382828509</td>\n",
       "      <td>20191012104749214226</td>\n",
       "      <td>曹淮于</td>\n",
       "      <td>326E34424834306F5246465071743151302B616C624D59...</td>\n",
       "      <td>2019/10/12 10:47:49</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:54</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301349</th>\n",
       "      <td>13340919993</td>\n",
       "      <td>20191012105303214510</td>\n",
       "      <td>朱学萍</td>\n",
       "      <td>57706156495755416844714B3378305333505431456E30...</td>\n",
       "      <td>2019/10/12 10:53:03</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:53:08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301350</th>\n",
       "      <td>13370561183</td>\n",
       "      <td>20191011191419208074</td>\n",
       "      <td>张荣生</td>\n",
       "      <td>2F49686A434B636959553765417A2B6C36596764327649...</td>\n",
       "      <td>2019/10/11 19:14:19</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/11 19:14:24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301351</th>\n",
       "      <td>17780856609</td>\n",
       "      <td>20191012104202213752</td>\n",
       "      <td>刘富芳</td>\n",
       "      <td>364C424A746E6776356550324E44676372724A58467841...</td>\n",
       "      <td>2019/10/12 10:42:02</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>550000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:42:07</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301352</th>\n",
       "      <td>13332027189</td>\n",
       "      <td>20191012104217213906</td>\n",
       "      <td>李长英</td>\n",
       "      <td>5A63466D574469476F37316439797A7656714541427468...</td>\n",
       "      <td>2019/10/12 10:42:17</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>800000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:42:22</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301353</th>\n",
       "      <td>15107238461</td>\n",
       "      <td>20191012104733214128</td>\n",
       "      <td>李婷玉</td>\n",
       "      <td>356F51456B6874455A494B7976494A72684A6650324164...</td>\n",
       "      <td>2019/10/12 10:47:33</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>130000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 10:47:39</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301354</th>\n",
       "      <td>18069821038</td>\n",
       "      <td>20191012111209215365</td>\n",
       "      <td>孙三超</td>\n",
       "      <td>2B5A316A44725632416736733270316947776879772F6F...</td>\n",
       "      <td>2019/10/12 11:12:10</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301355</th>\n",
       "      <td>17388361316</td>\n",
       "      <td>20191012111223215431</td>\n",
       "      <td>张莉</td>\n",
       "      <td>6D6A5166556D394D31734F587858417A6C744A6668444C...</td>\n",
       "      <td>2019/10/12 11:12:23</td>\n",
       "      <td>SUCCESS</td>\n",
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       "      <td>2019/10/12 11:12:28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301356</th>\n",
       "      <td>17719758748</td>\n",
       "      <td>20191012112110215868</td>\n",
       "      <td>宋金龙</td>\n",
       "      <td>7678502F4E50537A4D485332385359794E63614E303366...</td>\n",
       "      <td>2019/10/12 11:21:10</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>200000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:21:16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301357</th>\n",
       "      <td>15352167558</td>\n",
       "      <td>20191012112136215883</td>\n",
       "      <td>赵军</td>\n",
       "      <td>32704B4C696A43454B482F597767346B35727662653049...</td>\n",
       "      <td>2019/10/12 11:21:36</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>300000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:21:42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301358</th>\n",
       "      <td>18067216380</td>\n",
       "      <td>20191012115328217466</td>\n",
       "      <td>张明福</td>\n",
       "      <td>7762736A7273484C334A31674E702F6974313445325663...</td>\n",
       "      <td>2019/10/12 11:53:28</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>500000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2019/10/12 11:53:33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301359</th>\n",
       "      <td>18103159996</td>\n",
       "      <td>20191012115331217314</td>\n",
       "      <td>郑志栋</td>\n",
       "      <td>5A4A504D6D375A6576574E484B447547364E4354335936...</td>\n",
       "      <td>2019/10/12 11:53:32</td>\n",
       "      <td>SUCCESS</td>\n",
       "      <td>330000.0</td>\n",
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       "      <td>2019/10/12 11:53:37</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>301360 rows × 99 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          MOBILE_NO            ACCOUNT_ID CUSTOMER_NAME  \\\n",
       "0       18912679250  20190321100812229481           陈德琴   \n",
       "1       15995733618  20190322130748278652           周保元   \n",
       "2       18015338982  20190324152913378105           王春霞   \n",
       "3       15295428175  20190325101142398147           余国彩   \n",
       "4       18914259019  20190326163306459647           刘敬琼   \n",
       "5       13311268227  20190320105032195236           叶之亮   \n",
       "6       18662134441  20190321110720233493           陈君惠   \n",
       "7       15183456344  20190321112718234909           汪贵富   \n",
       "8       15358962608  20190321134900242157           丁红玉   \n",
       "9       15962292914  20190322170822295235           福义邓   \n",
       "10      15962660146  20190322220035302975           包门门   \n",
       "11      15962446648  20190323205519350583           孙同宇   \n",
       "12      15370159650  20190324203147393900           盛苗苗   \n",
       "13      17766356052  20190325141105411807           钱庚尚   \n",
       "14      17351676806  20190325141107411812           谢红颜   \n",
       "15      17351205276  20190325141649411991           庄恒余   \n",
       "16      13382289200  20190323110102312286           王忠平   \n",
       "17      13776301249  20190323132537323025           韩佳星   \n",
       "18      15238915861  20190324095740354533           王仲泽   \n",
       "19      15722534860  20190324193855392819           李仕军   \n",
       "20      15193011708  20190325162008420719           金树发   \n",
       "21      18052393832  20190326171026461779           周星宇   \n",
       "22      13941810635  20190321151910248212            杨超   \n",
       "23      19962218330  20190326202142468588           张淮连   \n",
       "24      18021552919  20190322125901277991           凡忠良   \n",
       "25      15851590930  20190323090017304279            郭婷   \n",
       "26      13826996924  20190323132811323136           杜召均   \n",
       "27      18121669797  20190326193136467521           随学清   \n",
       "28      15669387032  20190320195902224352           王辰宇   \n",
       "29      15716182923  20190321200752261971           孙井军   \n",
       "...             ...                   ...           ...   \n",
       "301330  17787610620  20191012095030211824           张成芬   \n",
       "301331  17703468251  20191012095643211936           许遵心   \n",
       "301332  18029201780  20191012095727211786           龚智强   \n",
       "301333  13394802088  20191011165502203593           于洋洋   \n",
       "301334  13357179799  20191011165542203614           丁吉砚   \n",
       "301335  18072767315  20191010152944171957            高坤   \n",
       "301336  18988261390  20191010193640181090           李晓斌   \n",
       "301337  18093412621  20191011130841193025           岳娜娜   \n",
       "301338  17719626798  20191011132953194003            高鹏   \n",
       "301339  17320656565  20191011133003194006           张亚东   \n",
       "301340  18909995381  20191011133019193809           马艳艳   \n",
       "301341  18149143811  20191010165901176514            刘辉   \n",
       "301342  18031219679  20191010170006176647            赵伟   \n",
       "301343  15384607486  20191010170023176654           贾俊凯   \n",
       "301344  13415605328  20191012104630214103           邓池桂   \n",
       "301345  13388712006  20191012104653214114            余伃   \n",
       "301346  18012176482  20191012104733214129           沙学成   \n",
       "301347  18953972916  20191012104741214222           杜家祥   \n",
       "301348  13382828509  20191012104749214226           曹淮于   \n",
       "301349  13340919993  20191012105303214510           朱学萍   \n",
       "301350  13370561183  20191011191419208074           张荣生   \n",
       "301351  17780856609  20191012104202213752           刘富芳   \n",
       "301352  13332027189  20191012104217213906           李长英   \n",
       "301353  15107238461  20191012104733214128           李婷玉   \n",
       "301354  18069821038  20191012111209215365           孙三超   \n",
       "301355  17388361316  20191012111223215431            张莉   \n",
       "301356  17719758748  20191012112110215868           宋金龙   \n",
       "301357  15352167558  20191012112136215883            赵军   \n",
       "301358  18067216380  20191012115328217466           张明福   \n",
       "301359  18103159996  20191012115331217314           郑志栋   \n",
       "\n",
       "                                       CERT_NO_CIPHERTEXT  \\\n",
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       "...                                                   ...   \n",
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       "301335  637946346F45465571754A6E4B56325A6B65357A657450...   \n",
       "301336  4C31306A6250493954627378506E49635A647166446268...   \n",
       "301337  33682F304649396F774F3966795473316A5957477A4D51...   \n",
       "301338  42532F4733677967544E42766F38487555475732572B55...   \n",
       "301339  6A6B4B4D766E54627A645A77702F543444766247743264...   \n",
       "301340  7638485838644B6A5A49676E326857355838326F675437...   \n",
       "301341  656B496B546F336771594E4347575A5733326A6E474733...   \n",
       "301342  59505473355A552F6456733236736E50702F7479746479...   \n",
       "301343  396F41736355534245785A4D2F75745356583342413238...   \n",
       "301344  62626F654F474339347447624B4D6F554B546A77566757...   \n",
       "301345  63572F66342B6E3453582F2B59396A4838647462453031...   \n",
       "301346  6A694359544A536F5349535965784E43316658344D6753...   \n",
       "301347  6A4530776F5243474A624E434B786D3243436351724E49...   \n",
       "301348  326E34424834306F5246465071743151302B616C624D59...   \n",
       "301349  57706156495755416844714B3378305333505431456E30...   \n",
       "301350  2F49686A434B636959553765417A2B6C36596764327649...   \n",
       "301351  364C424A746E6776356550324E44676372724A58467841...   \n",
       "301352  5A63466D574469476F37316439797A7656714541427468...   \n",
       "301353  356F51456B6874455A494B7976494A72684A6650324164...   \n",
       "301354  2B5A316A44725632416736733270316947776879772F6F...   \n",
       "301355  6D6A5166556D394D31734F587858417A6C744A6668444C...   \n",
       "301356  7678502F4E50537A4D485332385359794E63614E303366...   \n",
       "301357  32704B4C696A43454B482F597767346B35727662653049...   \n",
       "301358  7762736A7273484C334A31674E702F6974313445325663...   \n",
       "301359  5A4A504D6D375A6576574E484B447547364E4354335936...   \n",
       "\n",
       "               REQUEST_DATE   STATUS  GRANT_AMOUNT  \\\n",
       "0        2019/3/21 10:08:13  SUCCESS      374400.0   \n",
       "1        2019/3/22 13:07:48  SUCCESS      462000.0   \n",
       "2        2019/3/24 15:29:13  SUCCESS      156000.0   \n",
       "3        2019/3/25 10:11:42     FAIL           NaN   \n",
       "4        2019/3/26 16:33:06  SUCCESS      240000.0   \n",
       "5        2019/3/20 10:50:32  SUCCESS      500000.0   \n",
       "6        2019/3/21 11:07:20  SUCCESS      384000.0   \n",
       "7        2019/3/21 11:27:18     FAIL           NaN   \n",
       "8        2019/3/21 13:49:00  SUCCESS      499200.0   \n",
       "9        2019/3/22 17:08:23     FAIL           NaN   \n",
       "10       2019/3/22 22:00:35     FAIL           NaN   \n",
       "11       2019/3/23 20:55:19     FAIL           NaN   \n",
       "12       2019/3/24 20:31:47     FAIL           NaN   \n",
       "13       2019/3/25 14:11:05     FAIL           NaN   \n",
       "14       2019/3/25 14:11:08  SUCCESS      336000.0   \n",
       "15       2019/3/25 14:16:49     FAIL           NaN   \n",
       "16       2019/3/23 11:01:02  SUCCESS      240000.0   \n",
       "17       2019/3/23 13:25:37     FAIL           NaN   \n",
       "18        2019/3/24 9:57:40     FAIL           NaN   \n",
       "19       2019/3/24 19:38:55  SUCCESS      300000.0   \n",
       "20       2019/3/25 16:20:08     FAIL           NaN   \n",
       "21       2019/3/26 17:10:26  SUCCESS      336000.0   \n",
       "22       2019/3/21 15:19:11     FAIL           NaN   \n",
       "23       2019/3/26 20:21:42     FAIL           NaN   \n",
       "24       2019/3/22 12:59:02  SUCCESS      100800.0   \n",
       "25        2019/3/23 9:00:17     FAIL           NaN   \n",
       "26       2019/3/23 13:28:11     FAIL           NaN   \n",
       "27       2019/3/26 19:31:36     FAIL           NaN   \n",
       "28       2019/3/20 19:59:02     FAIL           NaN   \n",
       "29       2019/3/21 20:07:52  SUCCESS      100000.0   \n",
       "...                     ...      ...           ...   \n",
       "301330   2019/10/12 9:50:30  SUCCESS      330000.0   \n",
       "301331   2019/10/12 9:56:43  SUCCESS      130000.0   \n",
       "301332   2019/10/12 9:57:27  SUCCESS      500000.0   \n",
       "301333  2019/10/11 16:55:03  SUCCESS      300000.0   \n",
       "301334  2019/10/11 16:55:42  SUCCESS      500000.0   \n",
       "301335  2019/10/10 15:29:44  SUCCESS      400000.0   \n",
       "301336  2019/10/10 19:36:40  SUCCESS      200000.0   \n",
       "301337  2019/10/11 13:08:41  SUCCESS      130000.0   \n",
       "301338  2019/10/11 13:29:54  SUCCESS      200000.0   \n",
       "301339  2019/10/11 13:30:03  SUCCESS      230000.0   \n",
       "301340  2019/10/11 13:30:20  SUCCESS      100000.0   \n",
       "301341  2019/10/10 16:59:01  SUCCESS      200000.0   \n",
       "301342  2019/10/10 17:00:07  SUCCESS      400000.0   \n",
       "301343  2019/10/10 17:00:24  SUCCESS      200000.0   \n",
       "301344  2019/10/12 10:46:30  SUCCESS      250000.0   \n",
       "301345  2019/10/12 10:46:53  SUCCESS      500000.0   \n",
       "301346  2019/10/12 10:47:33  SUCCESS      300000.0   \n",
       "301347  2019/10/12 10:47:41  SUCCESS      400000.0   \n",
       "301348  2019/10/12 10:47:49  SUCCESS      500000.0   \n",
       "301349  2019/10/12 10:53:03  SUCCESS      200000.0   \n",
       "301350  2019/10/11 19:14:19  SUCCESS      200000.0   \n",
       "301351  2019/10/12 10:42:02  SUCCESS      550000.0   \n",
       "301352  2019/10/12 10:42:17  SUCCESS      800000.0   \n",
       "301353  2019/10/12 10:47:33  SUCCESS      130000.0   \n",
       "301354  2019/10/12 11:12:10  SUCCESS      500000.0   \n",
       "301355  2019/10/12 11:12:23  SUCCESS      400000.0   \n",
       "301356  2019/10/12 11:21:10  SUCCESS      200000.0   \n",
       "301357  2019/10/12 11:21:36  SUCCESS      300000.0   \n",
       "301358  2019/10/12 11:53:28  SUCCESS      500000.0   \n",
       "301359  2019/10/12 11:53:32  SUCCESS      330000.0   \n",
       "\n",
       "                       FAIL_REASON    ACTIVE_START_DATE  EDUCATION_DEGREE  \\\n",
       "0                              NaN            2019/3/21               3.0   \n",
       "1                              NaN            2019/3/22               2.0   \n",
       "2                              NaN            2019/3/24               2.0   \n",
       "3                      同盾智查分不符合最小值                  NaN               1.0   \n",
       "4                              NaN            2019/3/26               2.0   \n",
       "5                              NaN            2019/3/20               5.0   \n",
       "6                  调用外部系统接口，返回数据异常            2019/3/21               2.0   \n",
       "7                      同盾智查分不符合最小值                  NaN               1.0   \n",
       "8                              NaN            2019/3/21               2.0   \n",
       "9                      同盾智查分不符合最小值                  NaN               2.0   \n",
       "10                       全网入网时长不匹配                  NaN               2.0   \n",
       "11                       自营分不符合最小值                  NaN               2.0   \n",
       "12                           年龄不匹配                  NaN               2.0   \n",
       "13                       自营分不符合最小值                  NaN               4.0   \n",
       "14                             NaN            2019/3/25               2.0   \n",
       "15                     同盾智查分不符合最小值                  NaN               2.0   \n",
       "16                             NaN            2019/3/23               4.0   \n",
       "17                       自营分不符合最小值                  NaN               2.0   \n",
       "18                     同盾智查分不符合最小值                  NaN               2.0   \n",
       "19                             NaN            2019/3/24               3.0   \n",
       "20                           年龄不匹配                  NaN               1.0   \n",
       "21                             NaN            2019/3/26               2.0   \n",
       "22                       自营分不符合最小值                  NaN               2.0   \n",
       "23      入网时长为空，自营分小于600或者三月消费小于100                  NaN               3.0   \n",
       "24                             NaN            2019/3/22               3.0   \n",
       "25                           年龄不匹配                  NaN               1.0   \n",
       "26                       全网入网时长不匹配                  NaN               1.0   \n",
       "27                       自营分不符合最小值                  NaN               2.0   \n",
       "28                           年龄不匹配                  NaN               1.0   \n",
       "29                             NaN            2019/3/21               2.0   \n",
       "...                            ...                  ...               ...   \n",
       "301330                         NaN   2019/10/12 9:50:36               NaN   \n",
       "301331                         NaN   2019/10/12 9:56:48               NaN   \n",
       "301332                         NaN   2019/10/12 9:57:32               NaN   \n",
       "301333                         NaN  2019/10/11 16:55:08               NaN   \n",
       "301334                         NaN  2019/10/11 16:55:48               NaN   \n",
       "301335                         NaN  2019/10/10 15:29:50               NaN   \n",
       "301336                         NaN  2019/10/10 19:36:45               NaN   \n",
       "301337                         NaN  2019/10/11 13:08:46               NaN   \n",
       "301338                         NaN  2019/10/11 13:29:58               NaN   \n",
       "301339                         NaN  2019/10/11 13:30:08               NaN   \n",
       "301340                         NaN  2019/10/11 13:30:25               NaN   \n",
       "301341                         NaN  2019/10/10 16:59:07               NaN   \n",
       "301342                         NaN  2019/10/10 17:00:12               NaN   \n",
       "301343                         NaN  2019/10/10 17:00:29               NaN   \n",
       "301344                         NaN  2019/10/12 10:46:34               NaN   \n",
       "301345                         NaN  2019/10/12 10:46:59               NaN   \n",
       "301346                         NaN  2019/10/12 10:47:40               NaN   \n",
       "301347                         NaN  2019/10/12 10:47:46               NaN   \n",
       "301348                         NaN  2019/10/12 10:47:54               NaN   \n",
       "301349                         NaN  2019/10/12 10:53:08               NaN   \n",
       "301350                         NaN  2019/10/11 19:14:24               NaN   \n",
       "301351                         NaN  2019/10/12 10:42:07               NaN   \n",
       "301352                         NaN  2019/10/12 10:42:22               NaN   \n",
       "301353                         NaN  2019/10/12 10:47:39               NaN   \n",
       "301354                         NaN  2019/10/12 11:12:15               NaN   \n",
       "301355                         NaN  2019/10/12 11:12:28               NaN   \n",
       "301356                         NaN  2019/10/12 11:21:16               NaN   \n",
       "301357                         NaN  2019/10/12 11:21:42               NaN   \n",
       "301358                         NaN  2019/10/12 11:53:33               NaN   \n",
       "301359                         NaN  2019/10/12 11:53:37               NaN   \n",
       "\n",
       "        ...   SEASON6   SEASON7   SEASON8 STATUS10 STATUS4 STATUS5 STATUS6  \\\n",
       "0       ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "1       ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "2       ...  201906.0  201907.0  201908.0     OPEN   CLEAR   CLEAR   CLEAR   \n",
       "3       ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "4       ...  201906.0  201907.0  201908.0    CLEAR   CLEAR   CLEAR   CLEAR   \n",
       "5       ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "6       ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "7       ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "8       ...  201906.0  201907.0  201908.0    CLEAR   CLEAR   CLEAR   CLEAR   \n",
       "9       ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "10      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "11      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "12      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "13      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "14      ...  201906.0  201907.0  201908.0    CLEAR   CLEAR   CLEAR   CLEAR   \n",
       "15      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "16      ...  201906.0  201907.0  201908.0    CLEAR   CLEAR   CLEAR   CLEAR   \n",
       "17      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "18      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "19      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "20      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "21      ...  201906.0  201907.0  201908.0    CLEAR   CLEAR   CLEAR   CLEAR   \n",
       "22      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "23      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "24      ...  201906.0  201907.0  201908.0    CLEAR   CLEAR   CLEAR   CLEAR   \n",
       "25      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "26      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "27      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "28      ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "29      ...  201906.0  201907.0  201908.0    CLEAR   CLEAR   CLEAR   CLEAR   \n",
       "...     ...       ...       ...       ...      ...     ...     ...     ...   \n",
       "301330  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301331  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301332  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301333  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301334  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301335  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301336  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301337  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301338  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301339  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301340  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301341  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301342  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301343  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301344  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301345  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301346  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301347  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301348  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301349  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301350  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301351  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301352  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301353  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301354  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301355  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301356  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301357  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301358  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "301359  ...       NaN       NaN       NaN      NaN     NaN     NaN     NaN   \n",
       "\n",
       "       STATUS7 STATUS8 STATUS9  \n",
       "0          NaN     NaN     NaN  \n",
       "1          NaN     NaN     NaN  \n",
       "2        CLEAR    OPEN    OPEN  \n",
       "3          NaN     NaN     NaN  \n",
       "4        CLEAR   CLEAR   CLEAR  \n",
       "5          NaN     NaN     NaN  \n",
       "6          NaN     NaN     NaN  \n",
       "7          NaN     NaN     NaN  \n",
       "8        CLEAR   CLEAR   CLEAR  \n",
       "9          NaN     NaN     NaN  \n",
       "10         NaN     NaN     NaN  \n",
       "11         NaN     NaN     NaN  \n",
       "12         NaN     NaN     NaN  \n",
       "13         NaN     NaN     NaN  \n",
       "14       CLEAR   CLEAR   CLEAR  \n",
       "15         NaN     NaN     NaN  \n",
       "16       CLEAR   CLEAR   CLEAR  \n",
       "17         NaN     NaN     NaN  \n",
       "18         NaN     NaN     NaN  \n",
       "19         NaN     NaN     NaN  \n",
       "20         NaN     NaN     NaN  \n",
       "21       CLEAR   CLEAR   CLEAR  \n",
       "22         NaN     NaN     NaN  \n",
       "23         NaN     NaN     NaN  \n",
       "24       CLEAR   CLEAR   CLEAR  \n",
       "25         NaN     NaN     NaN  \n",
       "26         NaN     NaN     NaN  \n",
       "27         NaN     NaN     NaN  \n",
       "28         NaN     NaN     NaN  \n",
       "29       CLEAR   CLEAR   CLEAR  \n",
       "...        ...     ...     ...  \n",
       "301330     NaN     NaN     NaN  \n",
       "301331     NaN     NaN     NaN  \n",
       "301332     NaN     NaN     NaN  \n",
       "301333     NaN     NaN     NaN  \n",
       "301334     NaN     NaN     NaN  \n",
       "301335     NaN     NaN     NaN  \n",
       "301336     NaN     NaN     NaN  \n",
       "301337     NaN     NaN     NaN  \n",
       "301338     NaN     NaN     NaN  \n",
       "301339     NaN     NaN     NaN  \n",
       "301340     NaN     NaN     NaN  \n",
       "301341     NaN     NaN     NaN  \n",
       "301342     NaN     NaN     NaN  \n",
       "301343     NaN     NaN     NaN  \n",
       "301344     NaN     NaN     NaN  \n",
       "301345     NaN     NaN     NaN  \n",
       "301346     NaN     NaN     NaN  \n",
       "301347     NaN     NaN     NaN  \n",
       "301348     NaN     NaN     NaN  \n",
       "301349     NaN     NaN     NaN  \n",
       "301350     NaN     NaN     NaN  \n",
       "301351     NaN     NaN     NaN  \n",
       "301352     NaN     NaN     NaN  \n",
       "301353     NaN     NaN     NaN  \n",
       "301354     NaN     NaN     NaN  \n",
       "301355     NaN     NaN     NaN  \n",
       "301356     NaN     NaN     NaN  \n",
       "301357     NaN     NaN     NaN  \n",
       "301358     NaN     NaN     NaN  \n",
       "301359     NaN     NaN     NaN  \n",
       "\n",
       "[301360 rows x 99 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "br = pd.merge(zhengxin, order_repay1, left_on='ACCOUNT_ID', right_on='account_id1', how='left',sort=False,copy=False)\n",
    "name = list(br)\n",
    "# 把列名转为大写\n",
    "for n in name:\n",
    "#     print(n.upper())\n",
    "    br.rename(columns={n:n.upper()},inplace=True)\n",
    "br"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-10-12T06:51:51.014582Z",
     "start_time": "2019-10-12T06:51:22.849896Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Success!\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# br=pd.read_csv('bairong912.csv',low_memory=False)\n",
    "# br\n",
    "# 查看列名\n",
    "# br.columns\n",
    "\n",
    "# 根据指定列名取出重复行并查看\n",
    "#br_duplicated = br[br.duplicated('CERT_NO_CIPHERTEXT',keep=False)]\n",
    "# 排序\n",
    "#br_duplicated_sort = br_duplicated.sort_values(['REQUEST_DATE'],ascending=0,inplace=False)\n",
    "# br_duplicated_sort\n",
    "\n",
    "# br_duplicated_sort.groupby(['CERT_NO_CIPHERTEXT','CUSTOMER_NAME']).count().sort_values(['ACCOUNT_ID'],ascending=0)\n",
    "# br_duplicated_sort.loc[br_duplicated_sort['STATUS']=='SUCCESS']\n",
    "\n",
    "# 把数据分为成功和失败\n",
    "success = br[br['STATUS']=='SUCCESS']\n",
    "fail    = br[br['STATUS']=='FAIL']\n",
    "\n",
    "# 处理成功部分\n",
    "success_sort = success.sort_values(['CERT_NO_CIPHERTEXT','ACCOUNT_ID1','REQUEST_DATE'],ascending=[0,0,0],inplace=False)\n",
    "# 删除重复项，保留重复项第一行\n",
    "success_last = success_sort.drop_duplicates(subset=['CERT_NO_CIPHERTEXT'],keep='first',inplace=False)\n",
    "\n",
    "\n",
    "# 处理失败部分\n",
    "fail_sort = fail.sort_values(['CERT_NO_CIPHERTEXT','REQUEST_DATE'],ascending=[0,0],inplace=False)\n",
    "# 删除重复项，保留重复项第一行\n",
    "fail_last = fail_sort.drop_duplicates(subset=['CERT_NO_CIPHERTEXT'],keep='first',inplace=False)\n",
    "\n",
    "# 合并得到重复行只有一个成功一个失败（取成功的）\n",
    "different = pd.concat([success_last,fail_last])\n",
    "different_sort = different.sort_values(['CERT_NO_CIPHERTEXT','STATUS'],ascending=[0,0],inplace=False)\n",
    "# 删除重复项，保留重复项第一行(status为success) (根据status排序，success在上面)\n",
    "br_last  = different_sort.drop_duplicates(subset=['CERT_NO_CIPHERTEXT'],keep='first',inplace=False)\n",
    "br_last1 = br_last.drop(columns=['ACCOUNT_ID1'])\n",
    "br_last1.to_csv('去重百融_1012.csv',encoding='utf_8_sig',index=False)\n",
    "print('Success!')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
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